| 2022 | "Covid vaccine is against Covid but Oxford vaccine is made at Oxford!" Semantic Interpretation of Proper Noun Compounds. Keshav Kolluru, Gabriel Stanovsky, Mausam |
| 2022 | "I'm sorry to hear that": Finding New Biases in Language Models with a Holistic Descriptor Dataset. Eric Michael Smith, Melissa Hall, Melanie Kambadur, Eleonora Presani, Adina Williams |
| 2022 | "It's Not Just Hate": A Multi-Dimensional Perspective on Detecting Harmful Speech Online. Federico Bianchi, Stefanie Anja Hills, Patrícia G. C. Rossini, Dirk Hovy, Rebekah Tromble, Nava Tintarev |
| 2022 | "Will You Find These Shortcuts?" A Protocol for Evaluating the Faithfulness of Input Salience Methods for Text Classification. Jasmijn Bastings, Sebastian Ebert, Polina Zablotskaia, Anders Sandholm, Katja Filippova |
| 2022 | A Comprehensive Comparison of Neural Networks as Cognitive Models of Inflection. Adam Wiemerslage, Shiran Dudy, Katharina Kann |
| 2022 | A Dataset for Hyper-Relational Extraction and a Cube-Filling Approach. Yew Ken Chia, Lidong Bing, Sharifah Mahani Aljunied, Luo Si, Soujanya Poria |
| 2022 | A Distributional Lens for Multi-Aspect Controllable Text Generation. Yuxuan Gu, Xiaocheng Feng, Sicheng Ma, Lingyuan Zhang, Heng Gong, Bing Qin |
| 2022 | A Federated Approach to Predicting Emojis in Hindi Tweets. Deep Gandhi, Jash Mehta, Nirali Parekh, Karan Waghela, Lynette D'Mello, Zeerak Talat |
| 2022 | A Fine-grained Chinese Software Privacy Policy Dataset for Sequence Labeling and Regulation Compliant Identification. Kaifa Zhao, Le Yu, Shiyao Zhou, Jing Li, Xiapu Luo, Aemon Yat Fei Chiu, Yutong Liu |
| 2022 | A Framework for Adapting Pre-Trained Language Models to Knowledge Graph Completion. Justin Lovelace, Carolyn P. Rosé |
| 2022 | A Generative Model for End-to-End Argument Mining with Reconstructed Positional Encoding and Constrained Pointer Mechanism. Jianzhu Bao, Yuhang He, Yang Sun, Bin Liang, Jiachen Du, Bing Qin, Min Yang, Ruifeng Xu |
| 2022 | A Good Neighbor, A Found Treasure: Mining Treasured Neighbors for Knowledge Graph Entity Typing. Zhuoran Jin, Pengfei Cao, Yubo Chen, Kang Liu, Jun Zhao |
| 2022 | A Joint Learning Framework for Restaurant Survival Prediction and Explanation. Xin Li, Xiaojie Zhang, Peng Jia, Rui Mao, Ming-Yang Zhou, Xing Xie, Hao Liao |
| 2022 | A Localized Geometric Method to Match Knowledge in Low-dimensional Hyperbolic Space. Bo Hui, Tian Xia, Wei-Shinn Ku |
| 2022 | A Major Obstacle for NLP Research: Let's Talk about Time Allocation! Katharina Kann, Shiran Dudy, Arya D. McCarthy |
| 2022 | A Multifaceted Framework to Evaluate Evasion, Content Preservation, and Misattribution in Authorship Obfuscation Techniques. Malik H. Altakrori, Thomas Scialom, Benjamin C. M. Fung, Jackie Chi Kit Cheung |
| 2022 | A Multilingual Perspective Towards the Evaluation of Attribution Methods in Natural Language Inference. Kerem Zaman, Yonatan Belinkov |
| 2022 | A Second Wave of UD Hebrew Treebanking and Cross-Domain Parsing. Amir Zeldes, Nick Howell, Noam Ordan, Yifat Ben Moshe |
| 2022 | A Sequential Flow Control Framework for Multi-hop Knowledge Base Question Answering. Minghui Xie, Chuzhan Hao, Peng Zhang |
| 2022 | A Simple Contrastive Learning Framework for Interactive Argument Pair Identification via Argument-Context Extraction. Lida Shi, Fausto Giunchiglia, Rui Song, Daqian Shi, Tongtong Liu, Xiaolei Diao, Hao Xu |
| 2022 | A Span-based Multimodal Variational Autoencoder for Semi-supervised Multimodal Named Entity Recognition. Baohang Zhou, Ying Zhang, Kehui Song, Wenya Guo, Guoqing Zhao, Hongbin Wang, Xiaojie Yuan |
| 2022 | A Span-level Bidirectional Network for Aspect Sentiment Triplet Extraction. Yuqi Chen, Keming Chen, Xian Sun, Zequn Zhang |
| 2022 | A Speaker-Aware Co-Attention Framework for Medical Dialogue Information Extraction. Yuan Xia, Zhenhui Shi, Jingbo Zhou, Jiayu Xu, Chao Lu, Yehui Yang, Lei Wang, Haifeng Huang, Xia Zhang, Junwei Liu |
| 2022 | A Survey of Active Learning for Natural Language Processing. Zhisong Zhang, Emma Strubell, Eduard H. Hovy |
| 2022 | A Survey of Computational Framing Analysis Approaches. Mohammad Ali, Naeemul Hassan |
| 2022 | A Systematic Investigation of Commonsense Knowledge in Large Language Models. Xiang Lorraine Li, Adhiguna Kuncoro, Jordan Hoffmann, Cyprien de Masson d'Autume, Phil Blunsom, Aida Nematzadeh |
| 2022 | A Template-based Method for Constrained Neural Machine Translation. Shuo Wang, Peng Li, Zhixing Tan, Zhaopeng Tu, Maosong Sun, Yang Liu |
| 2022 | A Unified Encoder-Decoder Framework with Entity Memory. Zhihan Zhang, Wenhao Yu, Chenguang Zhu, Meng Jiang |
| 2022 | A Unified Neural Network Model for Readability Assessment with Feature Projection and Length-Balanced Loss. Wenbiao Li, Ziyang Wang, Yunfang Wu |
| 2022 | A Unified Positive-Unlabeled Learning Framework for Document-Level Relation Extraction with Different Levels of Labeling. Ye Wang, Xinxin Liu, Wenxin Hu, Tao Zhang |
| 2022 | ACENet: Attention Guided Commonsense Reasoning on Hybrid Knowledge Graph. Chuzhan Hao, Minghui Xie, Peng Zhang |
| 2022 | ADDMU: Detection of Far-Boundary Adversarial Examples with Data and Model Uncertainty Estimation. Fan Yin, Yao Li, Cho-Jui Hsieh, Kai-Wei Chang |
| 2022 | AEG: Argumentative Essay Generation via A Dual-Decoder Model with Content Planning. Jianzhu Bao, Yasheng Wang, Yitong Li, Fei Mi, Ruifeng Xu |
| 2022 | ALFRED-L: Investigating the Role of Language for Action Learning in Interactive Visual Environments. Arjun R. Akula, Spandana Gella, Aishwarya Padmakumar, Mahdi Namazifar, Mohit Bansal, Jesse Thomason, Dilek Hakkani-Tur |
| 2022 | AMAL: Meta Knowledge-Driven Few-Shot Adapter Learning. S. K. Hong, Tae Young Jang |
| 2022 | ASQA: Factoid Questions Meet Long-Form Answers. Ivan Stelmakh, Yi Luan, Bhuwan Dhingra, Ming-Wei Chang |
| 2022 | ATTEMPT: Parameter-Efficient Multi-task Tuning via Attentional Mixtures of Soft Prompts. Akari Asai, Mohammadreza Salehi, Matthew E. Peters, Hannaneh Hajishirzi |
| 2022 | AX-MABSA: A Framework for Extremely Weakly Supervised Multi-label Aspect Based Sentiment Analysis. Sabyasachi Kamila, Walid Magdy, Sourav Dutta, MingXue Wang |
| 2022 | Abstract Visual Reasoning with Tangram Shapes. Anya Ji, Noriyuki Kojima, Noah Rush, Alane Suhr, Wai Keen Vong, Robert D. Hawkins, Yoav Artzi |
| 2022 | Abstractive Summarization Guided by Latent Hierarchical Document Structure. Yifu Qiu, Shay B. Cohen |
| 2022 | Active Example Selection for In-Context Learning. Yiming Zhang, Shi Feng, Chenhao Tan |
| 2022 | AdaMix: Mixture-of-Adaptations for Parameter-efficient Model Tuning. Yaqing Wang, Sahaj Agarwal, Subhabrata Mukherjee, Xiaodong Liu, Jing Gao, Ahmed Hassan Awadallah, Jianfeng Gao |
| 2022 | AdapterShare: Task Correlation Modeling with Adapter Differentiation. Zhi Chen, Bei Chen, Lu Chen, Kai Yu, Jian-Guang Lou |
| 2022 | Adapting a Language Model While Preserving its General Knowledge. Zixuan Ke, Yijia Shao, Haowei Lin, Hu Xu, Lei Shu, Bing Liu |
| 2022 | Adaptive Contrastive Learning on Multimodal Transformer for Review Helpfulness Prediction. Thong Nguyen, Xiaobao Wu, Anh Tuan Luu, Zhen Hai, Lidong Bing |
| 2022 | Adaptive Label Smoothing with Self-Knowledge in Natural Language Generation. Dongkyu Lee, Ka Chun Cheung, Nevin L. Zhang |
| 2022 | Adaptive Token-level Cross-lingual Feature Mixing for Multilingual Neural Machine Translation. Junpeng Liu, Kaiyu Huang, JiuYi Li, Huan Liu, Jinsong Su, Degen Huang |
| 2022 | Adversarial Concept Erasure in Kernel Space. Shauli Ravfogel, Francisco Vargas, Yoav Goldberg, Ryan Cotterell |
| 2022 | Affective Idiosyncratic Responses to Music. Sky CH-Wang, Evan Li, Oliver Li, Smaranda Muresan, Zhou Yu |
| 2022 | Affective Knowledge Enhanced Multiple-Graph Fusion Networks for Aspect-based Sentiment Analysis. Siyu Tang, Heyan Chai, Ziyi Yao, Ye Ding, Cuiyun Gao, Binxing Fang, Qing Liao |
| 2022 | AfriCLIRMatrix: Enabling Cross-Lingual Information Retrieval for African Languages. Odunayo Ogundepo, Xinyu Zhang, Shuo Sun, Kevin Duh, Jimmy Lin |
| 2022 | AfroLID: A Neural Language Identification Tool for African Languages. Ife Adebara, AbdelRahim A. Elmadany, Muhammad Abdul-Mageed, Alcides Alcoba Inciarte |
| 2022 | Agent-Specific Deontic Modality Detection in Legal Language. Abhilasha Sancheti, Aparna Garimella, Balaji Vasan Srinivasan, Rachel Rudinger |
| 2022 | Algorithms for Acyclic Weighted Finite-State Automata with Failure Arcs. Anej Svete, Benjamin Dayan, Ryan Cotterell, Tim Vieira, Jason Eisner |
| 2022 | Algorithms for Weighted Pushdown Automata. Alexandra Butoi, Brian DuSell, Tim Vieira, Ryan Cotterell, David Chiang |
| 2022 | Aligning Recommendation and Conversation via Dual Imitation. Jinfeng Zhou, Bo Wang, Minlie Huang, Dongming Zhao, Kun Huang, Ruifang He, Yuexian Hou |
| 2022 | An Adaptive Logical Rule Embedding Model for Inductive Reasoning over Temporal Knowledge Graphs. Xin Mei, Libin Yang, Xiaoyan Cai, Zuowei Jiang |
| 2022 | An Anchor-based Relative Position Embedding Method for Cross-Modal Tasks. Ya Wang, Xingwu Sun, Fengzong Lian, Zhanhui Kang, Chengzhong Xu |
| 2022 | An Efficient Memory-Augmented Transformer for Knowledge-Intensive NLP Tasks. Yuxiang Wu, Yu Zhao, Baotian Hu, Pasquale Minervini, Pontus Stenetorp, Sebastian Riedel |
| 2022 | An Empirical Analysis of Memorization in Fine-tuned Autoregressive Language Models. Fatemehsadat Mireshghallah, Archit Uniyal, Tianhao Wang, David E. Evans, Taylor Berg-Kirkpatrick |
| 2022 | An Empirical Revisiting of Linguistic Knowledge Fusion in Language Understanding Tasks. Changlong Yu, Tianyi Xiao, Lingpeng Kong, Yangqiu Song, Wilfred Ng |
| 2022 | An Empirical Study on Finding Spans. Weiwei Gu, Boyuan Zheng, Yunmo Chen, Tongfei Chen, Benjamin Van Durme |
| 2022 | An Empirical Study on the Transferability of Transformer Modules in Parameter-efficient Fine-tuning. Mohammad Akbar-Tajari, Sara Rajaee, Mohammad Taher Pilehvar |
| 2022 | An Unsupervised, Geometric and Syntax-aware Quantification of Polysemy. Anmol Goel, Charu Sharma, Ponnurangam Kumaraguru |
| 2022 | Analogical Math Word Problems Solving with Enhanced Problem-Solution Association. Zhenwen Liang, Jipeng Zhang, Xiangliang Zhang |
| 2022 | Analyzing and Evaluating Faithfulness in Dialogue Summarization. Bin Wang, Chen Zhang, Yan Zhang, Yiming Chen, Haizhou Li |
| 2022 | Analyzing the Mono- and Cross-Lingual Pretraining Dynamics of Multilingual Language Models. Terra Blevins, Hila Gonen, Luke Zettlemoyer |
| 2022 | Are All Spurious Features in Natural Language Alike? An Analysis through a Causal Lens. Nitish Joshi, Xiang Pan, He He |
| 2022 | Are Hard Examples also Harder to Explain? A Study with Human and Model-Generated Explanations. Swarnadeep Saha, Peter Hase, Nazneen Rajani, Mohit Bansal |
| 2022 | Are representations built from the ground up? An empirical examination of local composition in language models. Emmy Liu, Graham Neubig |
| 2022 | Argument Mining for Review Helpfulness Prediction. Zaiqian Chen, Daniel Verdi do Amarante, Jenna Donaldson, Yohan Jo, Joonsuk Park |
| 2022 | ArtELingo: A Million Emotion Annotations of WikiArt with Emphasis on Diversity over Language and Culture. Youssef Mohamed, Mohamed Abdelfattah, Shyma Alhuwaider, Feifan Li, Xiangliang Zhang, Kenneth Church, Mohamed Elhoseiny |
| 2022 | Assist Non-native Viewers: Multimodal Cross-Lingual Summarization for How2 Videos. Nayu Liu, Kaiwen Wei, Xian Sun, Hongfeng Yu, Fanglong Yao, Li Jin, Zhi Guo, Guangluan Xu |
| 2022 | Attention and Edge-Label Guided Graph Convolutional Networks for Named Entity Recognition. Renjie Zhou, Zhongyi Xie, Jian Wan, Jilin Zhang, Yong Liao, Qiang Liu |
| 2022 | Attentional Probe: Estimating a Module's Functional Potential. Tiago Pimentel, Josef Valvoda, Niklas Stoehr, Ryan Cotterell |
| 2022 | Automatic Document Selection for Efficient Encoder Pretraining. Yukun Feng, Patrick Xia, Benjamin Van Durme, João Sedoc |
| 2022 | Automatic Generation of Socratic Subquestions for Teaching Math Word Problems. Kumar Shridhar, Jakub Macina, Mennatallah El-Assady, Tanmay Sinha, Manu Kapur, Mrinmaya Sachan |
| 2022 | BBTv2: Towards a Gradient-Free Future with Large Language Models. Tianxiang Sun, Zhengfu He, Hong Qian, Yunhua Zhou, Xuanjing Huang, Xipeng Qiu |
| 2022 | BERT in Plutarch's Shadows. Ivan P. Yamshchikov, Alexey Tikhonov, Yorgos Pantis, Charlotte Schubert, Jürgen Jost |
| 2022 | BERTScore is Unfair: On Social Bias in Language Model-Based Metrics for Text Generation. Tianxiang Sun, Junliang He, Xipeng Qiu, Xuanjing Huang |
| 2022 | Back to the Future: Bidirectional Information Decoupling Network for Multi-turn Dialogue Modeling. Yiyang Li, Hai Zhao, Zhuosheng Zhang |
| 2022 | Backdoor Attacks in Federated Learning by Rare Embeddings and Gradient Ensembling. KiYoon Yoo, Nojun Kwak |
| 2022 | Balanced Adversarial Training: Balancing Tradeoffs between Fickleness and Obstinacy in NLP Models. Hannah Chen, Yangfeng Ji, David E. Evans |
| 2022 | Balancing out Bias: Achieving Fairness Through Balanced Training. Xudong Han, Timothy Baldwin, Trevor Cohn |
| 2022 | Bernice: A Multilingual Pre-trained Encoder for Twitter. Alexandra DeLucia, Shijie Wu, Aaron Mueller, Carlos Alejandro Aguirre, Philip Resnik, Mark Dredze |
| 2022 | Better Few-Shot Relation Extraction with Label Prompt Dropout. Peiyuan Zhang, Wei Lu |
| 2022 | Better Hit the Nail on the Head than Beat around the Bush: Removing Protected Attributes with a Single Projection. Pantea Haghighatkhah, Antske Fokkens, Pia Sommerauer, Bettina Speckmann, Kevin Verbeek |
| 2022 | Beyond prompting: Making Pre-trained Language Models Better Zero-shot Learners by Clustering Representations. Yu Fei, Zhao Meng, Ping Nie, Roger Wattenhofer, Mrinmaya Sachan |
| 2022 | Bi-Directional Iterative Prompt-Tuning for Event Argument Extraction. Lu Dai, Bang Wang, Wei Xiang, Yijun Mo |
| 2022 | Bilingual Lexicon Induction for Low-Resource Languages using Graph Matching via Optimal Transport. Kelly Marchisio, Ali Saad-Eldin, Kevin Duh, Carey E. Priebe, Philipp Koehn |
| 2022 | Bilingual Synchronization: Restoring Translational Relationships with Editing Operations. Jitao Xu, Josep Maria Crego, François Yvon |
| 2022 | BioReader: a Retrieval-Enhanced Text-to-Text Transformer for Biomedical Literature. Giacomo Frisoni, Miki Mizutani, Gianluca Moro, Lorenzo Valgimigli |
| 2022 | Bloom Library: Multimodal Datasets in 300+ Languages for a Variety of Downstream Tasks. Colin Leong, Joshua Nemecek, Jacob Mansdorfer, Anna Filighera, Abraham Toluwase Owodunni, Daniel Whitenack |
| 2022 | Boosting Document-Level Relation Extraction by Mining and Injecting Logical Rules. Shengda Fan, Shasha Mo, Jianwei Niu |
| 2022 | Boosting Natural Language Generation from Instructions with Meta-Learning. Budhaditya Deb, Ahmed Hassan Awadallah, Guoqing Zheng |
| 2022 | Borrowing Human Senses: Comment-Aware Self-Training for Social Media Multimodal Classification. Chunpu Xu, Jing Li |
| 2022 | BotsTalk: Machine-sourced Framework for Automatic Curation of Large-scale Multi-skill Dialogue Datasets. Minju Kim, Chaehyeong Kim, Yongho Song, Seung-won Hwang, Jinyoung Yeo |
| 2022 | Boundary-Driven Table-Filling for Aspect Sentiment Triplet Extraction. Yice Zhang, Yifan Yang, Yihui Li, Bin Liang, Shiwei Chen, Yixue Dang, Min Yang, Ruifeng Xu |
| 2022 | Break it Down into BTS: Basic, Tiniest Subword Units for Korean. Nayeon Kim, Jun-Hyung Park, Joon-Young Choi, Eojin Jeon, Youjin Kang, SangKeun Lee |
| 2022 | Breaking the Representation Bottleneck of Chinese Characters: Neural Machine Translation with Stroke Sequence Modeling. Zhijun Wang, Xuebo Liu, Min Zhang |
| 2022 | Breakpoint Transformers for Modeling and Tracking Intermediate Beliefs. Kyle Richardson, Ronen Tamari, Oren Sultan, Dafna Shahaf, Reut Tsarfaty, Ashish Sabharwal |
| 2022 | Bridging Fairness and Environmental Sustainability in Natural Language Processing. Marius Hessenthaler, Emma Strubell, Dirk Hovy, Anne Lauscher |
| 2022 | CDConv: A Benchmark for Contradiction Detection in Chinese Conversations. Chujie Zheng, Jinfeng Zhou, Yinhe Zheng, Libiao Peng, Zhen Guo, Wenquan Wu, Zheng-Yu Niu, Hua Wu, Minlie Huang |
| 2022 | CDialog: A Multi-turn Covid-19 Conversation Dataset for Entity-Aware Dialog Generation. Deeksha Varshney, Aizan Zafar, Niranshu Kumar Behra, Asif Ekbal |
| 2022 | CEFR-Based Sentence Difficulty Annotation and Assessment. Yuki Arase, Satoru Uchida, Tomoyuki Kajiwara |
| 2022 | CEM: Machine-Human Chatting Handoff via Causal-Enhance Module. Shanshan Zhong, Jinghui Qin, Zhongzhan Huang, Daifeng Li |
| 2022 | CGoDial: A Large-Scale Benchmark for Chinese Goal-oriented Dialog Evaluation. Yinpei Dai, Wanwei He, Bowen Li, Yuchuan Wu, Zheng Cao, Zhongqi An, Jian Sun, Yongbin Li |
| 2022 | CISLR: Corpus for Indian Sign Language Recognition. Abhinav Joshi, Ashwani Bhat, Pradeep S, Priya Gole, Shashwat Gupta, Shreyansh Agarwal, Ashutosh Modi |
| 2022 | CN-AutoMIC: Distilling Chinese Commonsense Knowledge from Pretrained Language Models. Chenhao Wang, Jiachun Li, Yubo Chen, Kang Liu, Jun Zhao |
| 2022 | COCO-DR: Combating the Distribution Shift in Zero-Shot Dense Retrieval with Contrastive and Distributionally Robust Learning. Yue Yu, Chenyan Xiong, Si Sun, Chao Zhang, Arnold Overwijk |
| 2022 | CODER: An efficient framework for improving retrieval through COntextual Document Embedding Reranking. George Zerveas, Navid Rekabsaz, Daniel Cohen, Carsten Eickhoff |
| 2022 | COLD: A Benchmark for Chinese Offensive Language Detection. Jiawen Deng, Jingyan Zhou, Hao Sun, Chujie Zheng, Fei Mi, Helen Meng, Minlie Huang |
| 2022 | COM-MRC: A COntext-Masked Machine Reading Comprehension Framework for Aspect Sentiment Triplet Extraction. Zepeng Zhai, Hao Chen, Fangxiang Feng, Ruifan Li, Xiaojie Wang |
| 2022 | CONDAQA: A Contrastive Reading Comprehension Dataset for Reasoning about Negation. Abhilasha Ravichander, Matt Gardner, Ana Marasovic |
| 2022 | CONQRR: Conversational Query Rewriting for Retrieval with Reinforcement Learning. Zeqiu Wu, Yi Luan, Hannah Rashkin, David Reitter, Hannaneh Hajishirzi, Mari Ostendorf, Gaurav Singh Tomar |
| 2022 | COPEN: Probing Conceptual Knowledge in Pre-trained Language Models. Hao Peng, Xiaozhi Wang, Shengding Hu, Hailong Jin, Lei Hou, Juanzi Li, Zhiyuan Liu, Qun Liu |
| 2022 | COST-EFF: Collaborative Optimization of Spatial and Temporal Efficiency with Slenderized Multi-exit Language Models. Bowen Shen, Zheng Lin, Yuanxin Liu, Zhengxiao Liu, Lei Wang, Weiping Wang |
| 2022 | CPL: Counterfactual Prompt Learning for Vision and Language Models. Xuehai He, Diji Yang, Weixi Feng, Tsu-Jui Fu, Arjun R. Akula, Varun Jampani, Pradyumna Narayana, Sugato Basu, William Yang Wang, Xin Wang |
| 2022 | CRIPP-VQA: Counterfactual Reasoning about Implicit Physical Properties via Video Question Answering. Maitreya Patel, Tejas Gokhale, Chitta Baral, Yezhou Yang |
| 2022 | CTL++: Evaluating Generalization on Never-Seen Compositional Patterns of Known Functions, and Compatibility of Neural Representations. Róbert Csordás, Kazuki Irie, Jürgen Schmidhuber |
| 2022 | CTRLsum: Towards Generic Controllable Text Summarization. Junxian He, Wojciech Kryscinski, Bryan McCann, Nazneen Rajani, Caiming Xiong |
| 2022 | Calibrating Student Models for Emotion-related Tasks. Mahshid Hosseini, Cornelia Caragea |
| 2022 | Calibrating Zero-shot Cross-lingual (Un-)structured Predictions. Zhengping Jiang, Anqi Liu, Benjamin Van Durme |
| 2022 | Calibration Meets Explanation: A Simple and Effective Approach for Model Confidence Estimates. Dongfang Li, Baotian Hu, Qingcai Chen |
| 2022 | Can Transformers Reason in Fragments of Natural Language? Viktor Schlegel, Kamen V. Pavlov, Ian Pratt-Hartmann |
| 2022 | Can Visual Context Improve Automatic Speech Recognition for an Embodied Agent? Pradip Pramanick, Chayan Sarkar |
| 2022 | Candidate Soups: Fusing Candidate Results Improves Translation Quality for Non-Autoregressive Translation. Huanran Zheng, Wei Zhu, Pengfei Wang, Xiaoling Wang |
| 2022 | CapOnImage: Context-driven Dense-Captioning on Image. Yiqi Gao, Xinglin Hou, Yuanmeng Zhang, Tiezheng Ge, Yuning Jiang, Peng Wang |
| 2022 | Capturing Global Structural Information in Long Document Question Answering with Compressive Graph Selector Network. Yuxiang Nie, Heyan Huang, Wei Wei, Xian-Ling Mao |
| 2022 | Cascading Biases: Investigating the Effect of Heuristic Annotation Strategies on Data and Models. Chaitanya Malaviya, Sudeep Bhatia, Mark Yatskar |
| 2022 | Certified Error Control of Candidate Set Pruning for Two-Stage Relevance Ranking. Minghan Li, Xinyu Zhang, Ji Xin, Hongyang Zhang, Jimmy Lin |
| 2022 | Chapter Ordering in Novels. Allen Kim, Steven Skiena |
| 2022 | Character-centric Story Visualization via Visual Planning and Token Alignment. Hong Chen, Rujun Han, Te-Lin Wu, Hideki Nakayama, Nanyun Peng |
| 2022 | Character-level White-Box Adversarial Attacks against Transformers via Attachable Subwords Substitution. Aiwei Liu, Honghai Yu, Xuming Hu, Shu'ang Li, Li Lin, Fukun Ma, Yawen Yang, Lijie Wen |
| 2022 | Chunk-based Nearest Neighbor Machine Translation. Pedro Henrique Martins, Zita Marinho, André F. T. Martins |
| 2022 | CiteSum: Citation Text-guided Scientific Extreme Summarization and Domain Adaptation with Limited Supervision. Yuning Mao, Ming Zhong, Jiawei Han |
| 2022 | ClidSum: A Benchmark Dataset for Cross-Lingual Dialogue Summarization. Jiaan Wang, Fandong Meng, Ziyao Lu, Duo Zheng, Zhixu Li, Jianfeng Qu, Jie Zhou |
| 2022 | Co-guiding Net: Achieving Mutual Guidances between Multiple Intent Detection and Slot Filling via Heterogeneous Semantics-Label Graphs. Bowen Xing, Ivor W. Tsang |
| 2022 | CoCoa: An Encoder-Decoder Model for Controllable Code-switched Generation. Sneha Mondal, Ritika, Shreya Pathak, Preethi Jyothi, Aravindan Raghuveer |
| 2022 | CodeRetriever: A Large Scale Contrastive Pre-Training Method for Code Search. Xiaonan Li, Yeyun Gong, Yelong Shen, Xipeng Qiu, Hang Zhang, Bolun Yao, Weizhen Qi, Daxin Jiang, Weizhu Chen, Nan Duan |
| 2022 | Communication breakdown: On the low mutual intelligibility between human and neural captioning. Roberto Dessì, Eleonora Gualdoni, Francesca Franzon, Gemma Boleda, Marco Baroni |
| 2022 | Competency-Aware Neural Machine Translation: Can Machine Translation Know its Own Translation Quality? Pei Zhang, Baosong Yang, Haoran Wei, Dayiheng Liu, Kai Fan, Luo Si, Jun Xie |
| 2022 | Complex Hyperbolic Knowledge Graph Embeddings with Fast Fourier Transform. Huiru Xiao, Xin Liu, Yangqiu Song, Ginny Y. Wong, Simon See |
| 2022 | Composing Ci with Reinforced Non-autoregressive Text Generation. Yan Song |
| 2022 | ConNER: Consistency Training for Cross-lingual Named Entity Recognition. Ran Zhou, Xin Li, Lidong Bing, Erik Cambria, Luo Si, Chunyan Miao |
| 2022 | ConReader: Exploring Implicit Relations in Contracts for Contract Clause Extraction. Weiwen Xu, Yang Deng, Wenqiang Lei, Wenlong Zhao, Tat-Seng Chua, Wai Lam |
| 2022 | Concadia: Towards Image-Based Text Generation with a Purpose. Elisa Kreiss, Fei Fang, Noah D. Goodman, Christopher Potts |
| 2022 | Conditional set generation using Seq2seq models. Aman Madaan, Dheeraj Rajagopal, Niket Tandon, Yiming Yang, Antoine Bosselut |
| 2022 | Conformal Predictor for Improving Zero-Shot Text Classification Efficiency. Prafulla Kumar Choubey, Yu Bai, Chien-Sheng Wu, Wenhao Liu, Nazneen Rajani |
| 2022 | ConsistTL: Modeling Consistency in Transfer Learning for Low-Resource Neural Machine Translation. Zhaocong Li, Xuebo Liu, Derek F. Wong, Lidia S. Chao, Min Zhang |
| 2022 | Context Limitations Make Neural Language Models More Human-Like. Tatsuki Kuribayashi, Yohei Oseki, Ana Brassard, Kentaro Inui |
| 2022 | Context Matters for Image Descriptions for Accessibility: Challenges for Referenceless Evaluation Metrics. Elisa Kreiss, Cynthia L. Bennett, Shayan Hooshmand, Eric Zelikman, Meredith Ringel Morris, Christopher Potts |
| 2022 | Context-Situated Pun Generation. Jiao Sun, Anjali Narayan-Chen, Shereen Oraby, Shuyang Gao, Tagyoung Chung, Jing Huang, Yang Liu, Nanyun Peng |
| 2022 | Continual Learning of Neural Machine Translation within Low Forgetting Risk Regions. Shuhao Gu, Bojie Hu, Yang Feng |
| 2022 | Continual Training of Language Models for Few-Shot Learning. Zixuan Ke, Haowei Lin, Yijia Shao, Hu Xu, Lei Shu, Bing Liu |
| 2022 | Continued Pretraining for Better Zero- and Few-Shot Promptability. Zhaofeng Wu, Robert L. Logan IV, Pete Walsh, Akshita Bhagia, Dirk Groeneveld, Sameer Singh, Iz Beltagy |
| 2022 | Contrastive Learning enhanced Author-Style Headline Generation. Hui Liu, Weidong Guo, Yige Chen, Xiangyang Li |
| 2022 | Contrastive Learning with Expectation-Maximization for Weakly Supervised Phrase Grounding. Keqin Chen, Richong Zhang, Samuel Mensah, Yongyi Mao |
| 2022 | Controlled Text Reduction. Aviv Slobodkin, Paul Roit, Eran Hirsch, Ori Ernst, Ido Dagan |
| 2022 | ConvFinQA: Exploring the Chain of Numerical Reasoning in Conversational Finance Question Answering. Zhiyu Chen, Shiyang Li, Charese Smiley, Zhiqiang Ma, Sameena Shah, William Yang Wang |
| 2022 | ConvTrans: Transforming Web Search Sessions for Conversational Dense Retrieval. Kelong Mao, Zhicheng Dou, Hongjin Qian, Fengran Mo, Xiaohua Cheng, Zhao Cao |
| 2022 | Coordinated Topic Modeling. Pritom Saha Akash, Jie Huang, Kevin Chen-Chuan Chang |
| 2022 | Correctable-DST: Mitigating Historical Context Mismatch between Training and Inference for Improved Dialogue State Tracking. Hongyan Xie, Haoxiang Su, Shuangyong Song, Hao Huang, Bo Zou, Kun Deng, Jianghua Lin, Zhihui Zhang, Xiaodong He |
| 2022 | Correcting Diverse Factual Errors in Abstractive Summarization via Post-Editing and Language Model Infilling. Vidhisha Balachandran, Hannaneh Hajishirzi, William W. Cohen, Yulia Tsvetkov |
| 2022 | Counterfactual Data Augmentation via Perspective Transition for Open-Domain Dialogues. Jiao Ou, Jinchao Zhang, Yang Feng, Jie Zhou |
| 2022 | Counterfactual Recipe Generation: Exploring Compositional Generalization in a Realistic Scenario. Xiao Liu, Yansong Feng, Jizhi Tang, Chengang Hu, Dongyan Zhao |
| 2022 | Cross-Align: Modeling Deep Cross-lingual Interactions for Word Alignment. Siyu Lai, Zhen Yang, Fandong Meng, Yufeng Chen, Jinan Xu, Jie Zhou |
| 2022 | Cross-Linguistic Syntactic Difference in Multilingual BERT: How Good is It and How Does It Affect Transfer? Ningyu Xu, Tao Gui, Ruotian Ma, Qi Zhang, Jingting Ye, Menghan Zhang, Xuanjing Huang |
| 2022 | Cross-Modal Similarity-Based Curriculum Learning for Image Captioning. Hongkuan Zhang, Saku Sugawara, Akiko Aizawa, Lei Zhou, Ryohei Sasano, Koichi Takeda |
| 2022 | Cross-document Event Coreference Search: Task, Dataset and Modeling. Alon Eirew, Avi Caciularu, Ido Dagan |
| 2022 | Cross-domain Generalization for AMR Parsing. Xuefeng Bai, Sen Yang, Leyang Cui, Linfeng Song, Yue Zhang |
| 2022 | Cross-lingual neural fuzzy matching for exploiting target-language monolingual corpora in computer-aided translation. Miquel Esplà-Gomis, Víctor M. Sánchez-Cartagena, Juan Antonio Pérez-Ortiz, Felipe Sánchez-Martínez |
| 2022 | Cross-stitching Text and Knowledge Graph Encoders for Distantly Supervised Relation Extraction. Qin Dai, Benjamin Heinzerling, Kentaro Inui |
| 2022 | Crossmodal-3600: A Massively Multilingual Multimodal Evaluation Dataset. Ashish V. Thapliyal, Jordi Pont-Tuset, Xi Chen, Radu Soricut |
| 2022 | Curriculum Knowledge Distillation for Emoji-supervised Cross-lingual Sentiment Analysis. Jianyang Zhang, Tao Liang, Mingyang Wan, Guowu Yang, Fengmao Lv |
| 2022 | Curriculum Learning Meets Weakly Supervised Multimodal Correlation Learning. Sijie Mai, Ya Sun, Haifeng Hu |
| 2022 | Curriculum Prompt Learning with Self-Training for Abstractive Dialogue Summarization. Changqun Li, Linlin Wang, Xin Lin, Gerard de Melo, Liang He |
| 2022 | CycleKQR: Unsupervised Bidirectional Keyword-Question Rewriting. Andrea Iovine, Anjie Fang, Besnik Fetahu, Jie Zhao, Oleg Rokhlenko, Shervin Malmasi |
| 2022 | D4: a Chinese Dialogue Dataset for Depression-Diagnosis-Oriented Chat. Binwei Yao, Chao Shi, Likai Zou, Lingfeng Dai, Mengyue Wu, Lu Chen, Zhen Wang, Kai Yu |
| 2022 | DANLI: Deliberative Agent for Following Natural Language Instructions. Yichi Zhang, Jianing Yang, Jiayi Pan, Shane Storks, Nikhil Devraj, Ziqiao Ma, Keunwoo Peter Yu, Yuwei Bao, Joyce Chai |
| 2022 | DEER: Descriptive Knowledge Graph for Explaining Entity Relationships. Jie Huang, Kerui Zhu, Kevin Chen-Chuan Chang, Jinjun Xiong, Wen-Mei Hwu |
| 2022 | DEMETR: Diagnosing Evaluation Metrics for Translation. Marzena Karpinska, Nishant Raj, Katherine Thai, Yixiao Song, Ankita Gupta, Mohit Iyyer |
| 2022 | DRLK: Dynamic Hierarchical Reasoning with Language Model and Knowledge Graph for Question Answering. Miao Zhang, Rufeng Dai, Ming Dong, Tingting He |
| 2022 | DSM: Question Generation over Knowledge Base via Modeling Diverse Subgraphs with Meta-learner. Shasha Guo, Jing Zhang, Yanling Wang, Qianyi Zhang, Cuiping Li, Hong Chen |
| 2022 | Data-Efficient Playlist Captioning With Musical and Linguistic Knowledge. Giovanni Gabbolini, Romain Hennequin, Elena V. Epure |
| 2022 | Data-Efficient Strategies for Expanding Hate Speech Detection into Under-Resourced Languages. Paul Röttger, Debora Nozza, Federico Bianchi, Dirk Hovy |
| 2022 | Dealing with Abbreviations in the Slovenian Biographical Lexicon. Angel Daza, Antske Fokkens, Tomaz Erjavec |
| 2022 | Debiasing Masks: A New Framework for Shortcut Mitigation in NLU. Johannes Mario Meissner, Saku Sugawara, Akiko Aizawa |
| 2022 | Debiasing Pretrained Text Encoders by Paying Attention to Paying Attention. Yacine Gaci, Boualem Benatallah, Fabio Casati, Khalid Benabdeslem |
| 2022 | Decoding a Neural Retriever's Latent Space for Query Suggestion. Leonard Adolphs, Michelle Chen Huebscher, Christian Buck, Sertan Girgin, Olivier Bachem, Massimiliano Ciaramita, Thomas Hofmann |
| 2022 | Deconfounding Legal Judgment Prediction for European Court of Human Rights Cases Towards Better Alignment with Experts. Tokala Yaswanth Sri Sai Santosh, Shanshan Xu, Oana Ichim, Matthias Grabmair |
| 2022 | Detecting Label Errors by Using Pre-Trained Language Models. Derek Chong, Jenny Hong, Christopher D. Manning |
| 2022 | Dial2vec: Self-Guided Contrastive Learning of Unsupervised Dialogue Embeddings. Che Liu, Rui Wang, Junfeng Jiang, Yongbin Li, Fei Huang |
| 2022 | DialogConv: A Lightweight Fully Convolutional Network for Multi-view Response Selection. Yongkang Liu, Shi Feng, Wei Gao, Daling Wang, Yifei Zhang |
| 2022 | Dictionary-Assisted Supervised Contrastive Learning. Patrick Y. Wu, Richard Bonneau, Joshua A. Tucker, Jonathan Nagler |
| 2022 | Differentiable Data Augmentation for Contrastive Sentence Representation Learning. Tianduo Wang, Wei Lu |
| 2022 | Differentially Private Language Models for Secure Data Sharing. Justus Mattern, Zhijing Jin, Benjamin Weggenmann, Bernhard Schölkopf, Mrinmaya Sachan |
| 2022 | Digging Errors in NMT: Evaluating and Understanding Model Errors from Partial Hypothesis Space. Jianhao Yan, Chenming Wu, Fandong Meng, Jie Zhou |
| 2022 | Dimension Reduction for Efficient Dense Retrieval via Conditional Autoencoder. Zhenghao Liu, Han Zhang, Chenyan Xiong, Zhiyuan Liu, Yu Gu, Xiaohua Li |
| 2022 | Directions for NLP Practices Applied to Online Hate Speech Detection. Paula Fortuna, Mónica Domínguez, Leo Wanner, Zeerak Talat |
| 2022 | DisCup: Discriminator Cooperative Unlikelihood Prompt-tuning for Controllable Text Generation. Hanqing Zhang, Dawei Song |
| 2022 | DiscoSense: Commonsense Reasoning with Discourse Connectives. Prajjwal Bhargava, Vincent Ng |
| 2022 | Discourse Comprehension: A Question Answering Framework to Represent Sentence Connections. Wei-Jen Ko, Cutter Dalton, Mark Simmons, Eliza Fisher, Greg Durrett, Junyi Jessy Li |
| 2022 | Discourse Context Predictability Effects in Hindi Word Order. Sidharth Ranjan, Marten van Schijndel, Sumeet Agarwal, Rajakrishnan Rajkumar |
| 2022 | Discourse-Aware Soft Prompting for Text Generation. Marjan Ghazvininejad, Vladimir Karpukhin, Vera Gor, Asli Celikyilmaz |
| 2022 | Discovering Differences in the Representation of People using Contextualized Semantic Axes. Li Lucy, Divya Tadimeti, David Bamman |
| 2022 | Discovering Language-neutral Sub-networks in Multilingual Language Models. Negar Foroutan, Mohammadreza Banaei, Rémi Lebret, Antoine Bosselut, Karl Aberer |
| 2022 | Discovering Low-rank Subspaces for Language-agnostic Multilingual Representations. Zhihui Xie, Handong Zhao, Tong Yu, Shuai Li |
| 2022 | Discrete Cross-Modal Alignment Enables Zero-Shot Speech Translation. Chen Wang, Yuchen Liu, Boxing Chen, Jiajun Zhang, Wei Luo, Zhongqiang Huang, Chengqing Zong |
| 2022 | Disentangling Uncertainty in Machine Translation Evaluation. Chrysoula Zerva, Taisiya Glushkova, Ricardo Rei, André F. T. Martins |
| 2022 | Distill The Image to Nowhere: Inversion Knowledge Distillation for Multimodal Machine Translation. Ru Peng, Yawen Zeng, Jake Zhao |
| 2022 | Distilled Dual-Encoder Model for Vision-Language Understanding. Zekun Wang, Wenhui Wang, Haichao Zhu, Ming Liu, Bing Qin, Furu Wei |
| 2022 | Distilling Causal Effect from Miscellaneous Other-Class for Continual Named Entity Recognition. Junhao Zheng, Zhanxian Liang, Haibin Chen, Qianli Ma |
| 2022 | DivEMT: Neural Machine Translation Post-Editing Effort Across Typologically Diverse Languages. Gabriele Sarti, Arianna Bisazza, Ana Guerberof Arenas, Antonio Toral |
| 2022 | Diverse Parallel Data Synthesis for Cross-Database Adaptation of Text-to-SQL Parsers. Abhijeet Awasthi, Ashutosh Sathe, Sunita Sarawagi |
| 2022 | Do Children Texts Hold The Key To Commonsense Knowledge? Julien Romero, Simon Razniewski |
| 2022 | Do Vision-and-Language Transformers Learn Grounded Predicate-Noun Dependencies? Mitja Nikolaus, Emmanuelle Salin, Stéphane Ayache, Abdellah Fourtassi, Benoît Favre |
| 2022 | DocInfer: Document-level Natural Language Inference using Optimal Evidence Selection. Puneet Mathur, Gautam Kunapuli, Riyaz A. Bhat, Manish Shrivastava, Dinesh Manocha, Maneesh Singh |
| 2022 | Does Corpus Quality Really Matter for Low-Resource Languages? Mikel Artetxe, Itziar Aldabe, Rodrigo Agerri, Olatz Perez-de-Viñaspre, Aitor Soroa |
| 2022 | Does Joint Training Really Help Cascaded Speech Translation? Viet Anh Khoa Tran, David Thulke, Yingbo Gao, Christian Herold, Hermann Ney |
| 2022 | Does Self-Rationalization Improve Robustness to Spurious Correlations? Alexis Ross, Matthew E. Peters, Ana Marasovic |
| 2022 | Does Your Model Classify Entities Reasonably? Diagnosing and Mitigating Spurious Correlations in Entity Typing. Nan Xu, Fei Wang, Bangzheng Li, Mingtao Dong, Muhao Chen |
| 2022 | Don't Copy the Teacher: Data and Model Challenges in Embodied Dialogue. So Yeon Min, Hao Zhu, Ruslan Salakhutdinov, Yonatan Bisk |
| 2022 | Don't Prompt, Search! Mining-based Zero-Shot Learning with Language Models. Mozes van de Kar, Mengzhou Xia, Danqi Chen, Mikel Artetxe |
| 2022 | Don't Stop Fine-Tuning: On Training Regimes for Few-Shot Cross-Lingual Transfer with Multilingual Language Models. Fabian David Schmidt, Ivan Vulic, Goran Glavas |
| 2022 | DropMix: A Textual Data Augmentation Combining Dropout with Mixup. Fanshuang Kong, Richong Zhang, Xiaohui Guo, Samuel Mensah, Yongyi Mao |
| 2022 | DuQM: A Chinese Dataset of Linguistically Perturbed Natural Questions for Evaluating the Robustness of Question Matching Models. Hongyu Zhu, Yan Chen, Jing Yan, Jing Liu, Yu Hong, Ying Chen, Hua Wu, Haifeng Wang |
| 2022 | DuReader-Retrieval: A Large-scale Chinese Benchmark for Passage Retrieval from Web Search Engine. Yifu Qiu, Hongyu Li, Yingqi Qu, Ying Chen, Qiaoqiao She, Jing Liu, Hua Wu, Haifeng Wang |
| 2022 | Dungeons and Dragons as a Dialog Challenge for Artificial Intelligence. Chris Callison-Burch, Gaurav Singh Tomar, Lara J. Martin, Daphne Ippolito, Suma Bailis, David Reitter |
| 2022 | ECTSum: A New Benchmark Dataset For Bullet Point Summarization of Long Earnings Call Transcripts. Rajdeep Mukherjee, Abhinav Bohra, Akash Banerjee, Soumya Sharma, Manjunath Hegde, Afreen Shaikh, Shivani Shrivastava, Koustuv Dasgupta, Niloy Ganguly, Saptarshi Ghosh, Pawan Goyal |
| 2022 | EDIN: An End-to-end Benchmark and Pipeline for Unknown Entity Discovery and Indexing. Nora Kassner, Fabio Petroni, Mikhail Plekhanov, Sebastian Riedel, Nicola Cancedda |
| 2022 | ELMER: A Non-Autoregressive Pre-trained Language Model for Efficient and Effective Text Generation. Junyi Li, Tianyi Tang, Wayne Xin Zhao, Jian-Yun Nie, Ji-Rong Wen |
| 2022 | EUR-Lex-Sum: A Multi- and Cross-lingual Dataset for Long-form Summarization in the Legal Domain. Dennis Aumiller, Ashish Chouhan, Michael Gertz |
| 2022 | EdgeFormer: A Parameter-Efficient Transformer for On-Device Seq2seq Generation. Tao Ge, Si-Qing Chen, Furu Wei |
| 2022 | Eeny, meeny, miny, moe. How to choose data for morphological inflection. Saliha Muradoglu, Mans Hulden |
| 2022 | Effective and Efficient Query-aware Snippet Extraction for Web Search. Jingwei Yi, Fangzhao Wu, Chuhan Wu, Xiaolong Huang, Binxing Jiao, Guangzhong Sun, Xing Xie |
| 2022 | Efficient Adversarial Training with Robust Early-Bird Tickets. Zhiheng Xi, Rui Zheng, Tao Gui, Qi Zhang, Xuanjing Huang |
| 2022 | Efficient Document Retrieval by End-to-End Refining and Quantizing BERT Embedding with Contrastive Product Quantization. Zexuan Qiu, Qinliang Su, Jianxing Yu, Shijing Si |
| 2022 | Efficient Large Scale Language Modeling with Mixtures of Experts. Mikel Artetxe, Shruti Bhosale, Naman Goyal, Todor Mihaylov, Myle Ott, Sam Shleifer, Xi Victoria Lin, Jingfei Du, Srinivasan Iyer, Ramakanth Pasunuru, Giridharan Anantharaman, Xian Li, Shuohui Chen, Halil Akin, Mandeep Baines, Louis Martin, Xing Zhou, Punit Singh Koura, Brian O'Horo, Jeffrey Wang, Luke Zettlemoyer, Mona T. Diab, Zornitsa Kozareva, Veselin Stoyanov |
| 2022 | Efficient Nearest Neighbor Emotion Classification with BERT-whitening. Wenbiao Yin, Lin Shang |
| 2022 | Efficient Nearest Neighbor Search for Cross-Encoder Models using Matrix Factorization. Nishant Yadav, Nicholas Monath, Rico Angell, Manzil Zaheer, Andrew McCallum |
| 2022 | Efficient Pre-training of Masked Language Model via Concept-based Curriculum Masking. Mingyu Lee, Jun-Hyung Park, Junho Kim, Kang-Min Kim, SangKeun Lee |
| 2022 | Efficiently Tuned Parameters Are Task Embeddings. Wangchunshu Zhou, Canwen Xu, Julian J. McAuley |
| 2022 | Eliciting Knowledge from Large Pre-Trained Models for Unsupervised Knowledge-Grounded Conversation. Yanyang Li, Jianqiao Zhao, Michael R. Lyu, Liwei Wang |
| 2022 | Empowering Dual-Encoder with Query Generator for Cross-Lingual Dense Retrieval. Houxing Ren, Linjun Shou, Ning Wu, Ming Gong, Daxin Jiang |
| 2022 | Empowering Language Models with Knowledge Graph Reasoning for Open-Domain Question Answering. Ziniu Hu, Yichong Xu, Wenhao Yu, Shuohang Wang, Ziyi Yang, Chenguang Zhu, Kai-Wei Chang, Yizhou Sun |
| 2022 | Empowering the Fact-checkers! Automatic Identification of Claim Spans on Twitter. Megha Sundriyal, Atharva Kulkarni, Vaibhav Pulastya, Md. Shad Akhtar, Tanmoy Chakraborty |
| 2022 | End-to-End Neural Discourse Deixis Resolution in Dialogue. Shengjie Li, Vincent Ng |
| 2022 | End-to-End Unsupervised Vision-and-Language Pre-training with Referring Expression Matching. Chi Chen, Peng Li, Maosong Sun, Yang Liu |
| 2022 | English Contrastive Learning Can Learn Universal Cross-lingual Sentence Embeddings. Yau-Shian Wang, Ashley Wu, Graham Neubig |
| 2022 | Enhancing Joint Multiple Intent Detection and Slot Filling with Global Intent-Slot Co-occurrence. Mengxiao Song, Bowen Yu, Quangang Li, Yubin Wang, Tingwen Liu, Hongbo Xu |
| 2022 | Enhancing Multilingual Language Model with Massive Multilingual Knowledge Triples. Linlin Liu, Xin Li, Ruidan He, Lidong Bing, Shafiq R. Joty, Luo Si |
| 2022 | Enhancing Self-Consistency and Performance of Pre-Trained Language Models through Natural Language Inference. Eric Mitchell, Joseph J. Noh, Siyan Li, William S. Armstrong, Ananth Agarwal, Patrick Liu, Chelsea Finn, Christopher D. Manning |
| 2022 | Entailer: Answering Questions with Faithful and Truthful Chains of Reasoning. Oyvind Tafjord, Bhavana Dalvi Mishra, Peter Clark |
| 2022 | Entity Extraction in Low Resource Domains with Selective Pre-training of Large Language Models. Aniruddha Mahapatra, Sharmila Reddy Nangi, Aparna Garimella, Anandhavelu Natarajan |
| 2022 | Entity-Focused Dense Passage Retrieval for Outside-Knowledge Visual Question Answering. Jialin Wu, Raymond J. Mooney |
| 2022 | Entity-centered Cross-document Relation Extraction. Fengqi Wang, Fei Li, Hao Fei, Jingye Li, Shengqiong Wu, Fangfang Su, Wenxuan Shi, Donghong Ji, Bo Cai |
| 2022 | Entropy- and Distance-Based Predictors From GPT-2 Attention Patterns Predict Reading Times Over and Above GPT-2 Surprisal. Byung-Doh Oh, William Schuler |
| 2022 | Entropy-Based Vocabulary Substitution for Incremental Learning in Multilingual Neural Machine Translation. Kaiyu Huang, Peng Li, Jin Ma, Yang Liu |
| 2022 | Estimating Soft Labels for Out-of-Domain Intent Detection. Hao Lang, Yinhe Zheng, Jian Sun, Fei Huang, Luo Si, Yongbin Li |
| 2022 | Ethics consideration sections in natural language processing papers. Luciana Benotti, Patrick Blackburn |
| 2022 | EvEntS ReaLM: Event Reasoning of Entity States via Language Models. Evangelia Spiliopoulou, Artidoro Pagnoni, Yonatan Bisk, Eduard H. Hovy |
| 2022 | Evade the Trap of Mediocrity: Promoting Diversity and Novelty in Text Generation via Concentrating Attention. Wenhao Li, Xiaoyuan Yi, Jinyi Hu, Maosong Sun, Xing Xie |
| 2022 | Evaluating Parameter Efficient Learning for Generation. Peng Xu, Mostofa Patwary, Shrimai Prabhumoye, Virginia Adams, Ryan Prenger, Wei Ping, Nayeon Lee, Mohammad Shoeybi, Bryan Catanzaro |
| 2022 | Evaluating and Improving Factuality in Multimodal Abstractive Summarization. David Wan, Mohit Bansal |
| 2022 | Evaluating the Impact of Model Scale for Compositional Generalization in Semantic Parsing. Linlu Qiu, Peter Shaw, Panupong Pasupat, Tianze Shi, Jonathan Herzig, Emily Pitler, Fei Sha, Kristina Toutanova |
| 2022 | Evaluating the Knowledge Dependency of Questions. Hyeongdon Moon, Yoonseok Yang, Hangyeol Yu, Seunghyun Lee, Myeongho Jeong, Juneyoung Park, Jamin Shin, Minsam Kim, Seungtaek Choi |
| 2022 | Evidence \textgreater Intuition: Transferability Estimation for Encoder Selection. Elisa Bassignana, Max Müller-Eberstein, Mike Zhang, Barbara Plank |
| 2022 | ExPUNations: Augmenting Puns with Keywords and Explanations. Jiao Sun, Anjali Narayan-Chen, Shereen Oraby, Alessandra Cervone, Tagyoung Chung, Jing Huang, Yang Liu, Nanyun Peng |
| 2022 | Explainable Question Answering based on Semantic Graph by Global Differentiable Learning and Dynamic Adaptive Reasoning. Jianguo Mao, Wenbin Jiang, Xiangdong Wang, Hong Liu, Yu Xia, Yajuan Lyu, Qiaoqiao She |
| 2022 | Explicit Query Rewriting for Conversational Dense Retrieval. Hongjin Qian, Zhicheng Dou |
| 2022 | Exploiting Global and Local Hierarchies for Hierarchical Text Classification. Ting Jiang, Deqing Wang, Leilei Sun, Zhongzhi Chen, Fuzhen Zhuang, Qinghong Yang |
| 2022 | Exploiting domain-slot related keywords description for Few-Shot Cross-Domain Dialogue State Tracking. Qixiang Gao, Guanting Dong, Yutao Mou, Liwen Wang, Chen Zeng, Daichi Guo, Mingyang Sun, Weiran Xu |
| 2022 | Exploration of the Usage of Color Terms by Color-blind Participants in Online Discussion Platforms. Ella Rabinovich, Boaz Carmeli |
| 2022 | Exploring Document-Level Literary Machine Translation with Parallel Paragraphs from World Literature. Katherine Thai, Marzena Karpinska, Kalpesh Krishna, Bill Ray, Moira Inghilleri, John Wieting, Mohit Iyyer |
| 2022 | Exploring Dual Encoder Architectures for Question Answering. Zhe Dong, Jianmo Ni, Dan Bikel, Enrique Alfonseca, Yuan Wang, Chen Qu, Imed Zitouni |
| 2022 | Exploring Mode Connectivity for Pre-trained Language Models. Yujia Qin, Cheng Qian, Jing Yi, Weize Chen, Yankai Lin, Xu Han, Zhiyuan Liu, Maosong Sun, Jie Zhou |
| 2022 | Exploring Representation-level Augmentation for Code Search. Haochen Li, Chunyan Miao, Cyril Leung, Yanxian Huang, Yuan Huang, Hongyu Zhang, Yanlin Wang |
| 2022 | Exploring the Secrets Behind the Learning Difficulty of Meaning Representations for Semantic Parsing. Zhenwen Li, Jiaqi Guo, Qian Liu, Jian-Guang Lou, Tao Xie |
| 2022 | Extending Logic Explained Networks to Text Classification. Rishabh Jain, Gabriele Ciravegna, Pietro Barbiero, Francesco Giannini, Davide Buffelli, Pietro Liò |
| 2022 | Extending Phrase Grounding with Pronouns in Visual Dialogues. Panzhong Lu, Xin Zhang, Meishan Zhang, Min Zhang |
| 2022 | Extracted BERT Model Leaks More Information than You Think! Xuanli He, Lingjuan Lyu, Chen Chen, Qiongkai Xu |
| 2022 | FETA: A Benchmark for Few-Sample Task Transfer in Open-Domain Dialogue. Alon Albalak, Yi-Lin Tuan, Pegah Jandaghi, Connor Pryor, Luke Yoffe, Deepak Ramachandran, Lise Getoor, Jay Pujara, William Yang Wang |
| 2022 | FLUTE: Figurative Language Understanding through Textual Explanations. Tuhin Chakrabarty, Arkadiy Saakyan, Debanjan Ghosh, Smaranda Muresan |
| 2022 | FaD-VLP: Fashion Vision-and-Language Pre-training towards Unified Retrieval and Captioning. Suvir Mirchandani, Licheng Yu, Mengjiao Wang, Animesh Sinha, Wenwen Jiang, Tao Xiang, Ning Zhang |
| 2022 | Face-Sensitive Image-to-Emotional-Text Cross-modal Translation for Multimodal Aspect-based Sentiment Analysis. Hao Yang, Yanyan Zhao, Bing Qin |
| 2022 | Facilitating Contrastive Learning of Discourse Relational Senses by Exploiting the Hierarchy of Sense Relations. Wanqiu Long, Bonnie Webber |
| 2022 | Factorizing Content and Budget Decisions in Abstractive Summarization of Long Documents. Marcio Fonseca, Yftah Ziser, Shay B. Cohen |
| 2022 | Factual Accuracy is not Enough: Planning Consistent Description Order for Radiology Report Generation. Toru Nishino, Yasuhide Miura, Tomoki Taniguchi, Tomoko Ohkuma, Yuki Suzuki, Shoji Kido, Noriyuki Tomiyama |
| 2022 | Faithful Knowledge Graph Explanations in Commonsense Question Answering. Guy Aglionby, Simone Teufel |
| 2022 | Fast-R2D2: A Pretrained Recursive Neural Network based on Pruned CKY for Grammar Induction and Text Representation. Xiang Hu, Haitao Mi, Liang Li, Gerard de Melo |
| 2022 | FastClass: A Time-Efficient Approach to Weakly-Supervised Text Classification. Tingyu Xia, Yue Wang, Yuan Tian, Yi Chang |
| 2022 | Federated Model Decomposition with Private Vocabulary for Text Classification. Zhuo Zhang, Xiangjing Hu, Lizhen Qu, Qifan Wang, Zenglin Xu |
| 2022 | Few-shot Learning with Multilingual Generative Language Models. Xi Victoria Lin, Todor Mihaylov, Mikel Artetxe, Tianlu Wang, Shuohui Chen, Daniel Simig, Myle Ott, Naman Goyal, Shruti Bhosale, Jingfei Du, Ramakanth Pasunuru, Sam Shleifer, Punit Singh Koura, Vishrav Chaudhary, Brian O'Horo, Jeff Wang, Luke Zettlemoyer, Zornitsa Kozareva, Mona T. Diab, Veselin Stoyanov, Xian Li |
| 2022 | Few-shot Query-Focused Summarization with Prefix-Merging. Ruifeng Yuan, Zili Wang, Ziqiang Cao, Wenjie Li |
| 2022 | FiE: Building a Global Probability Space by Leveraging Early Fusion in Encoder for Open-Domain Question Answering. Akhil Kedia, Mohd Abbas Zaidi, Haejun Lee |
| 2022 | FigMemes: A Dataset for Figurative Language Identification in Politically-Opinionated Memes. Chen Liu, Gregor Geigle, Robin Krebs, Iryna Gurevych |
| 2022 | Finding Dataset Shortcuts with Grammar Induction. Dan Friedman, Alexander Wettig, Danqi Chen |
| 2022 | Finding Skill Neurons in Pre-trained Transformer-based Language Models. Xiaozhi Wang, Kaiyue Wen, Zhengyan Zhang, Lei Hou, Zhiyuan Liu, Juanzi Li |
| 2022 | Fine-Tuning Pre-trained Transformers into Decaying Fast Weights. Huanru Henry Mao |
| 2022 | Fine-grained Category Discovery under Coarse-grained supervision with Hierarchical Weighted Self-contrastive Learning. Wenbin An, Feng Tian, Ping Chen, Siliang Tang, Qinghua Zheng, Qianying Wang |
| 2022 | Fine-grained Contrastive Learning for Relation Extraction. William Hogan, Jiacheng Li, Jingbo Shang |
| 2022 | Fine-tuned Language Models are Continual Learners. Thomas Scialom, Tuhin Chakrabarty, Smaranda Muresan |
| 2022 | FineD-Eval: Fine-grained Automatic Dialogue-Level Evaluation. Chen Zhang, Luis Fernando D'Haro, Qiquan Zhang, Thomas Friedrichs, Haizhou Li |
| 2022 | Fixing Model Bugs with Natural Language Patches. Shikhar Murty, Christopher D. Manning, Scott M. Lundberg, Marco Túlio Ribeiro |
| 2022 | FlowEval: A Consensus-Based Dialogue Evaluation Framework Using Segment Act Flows. Jianqiao Zhao, Yanyang Li, Wanyu Du, Yangfeng Ji, Dong Yu, Michael R. Lyu, Liwei Wang |
| 2022 | FormLM: Recommending Creation Ideas for Online Forms by Modelling Semantic and Structural Information. Yijia Shao, Mengyu Zhou, Yifan Zhong, Tao Wu, Hongwei Han, Shi Han, Gideon Huang, Dongmei Zhang |
| 2022 | G-MAP: General Memory-Augmented Pre-trained Language Model for Domain Tasks. Zhongwei Wan, Yichun Yin, Wei Zhang, Jiaxin Shi, Lifeng Shang, Guangyong Chen, Xin Jiang, Qun Liu |
| 2022 | GA-SAM: Gradient-Strength based Adaptive Sharpness-Aware Minimization for Improved Generalization. Zhiyuan Zhang, Ruixuan Luo, Qi Su, Xu Sun |
| 2022 | GENIE: Toward Reproducible and Standardized Human Evaluation for Text Generation. Daniel Khashabi, Gabriel Stanovsky, Jonathan Bragg, Nicholas Lourie, Jungo Kasai, Yejin Choi, Noah A. Smith, Daniel S. Weld |
| 2022 | GHAN: Graph-Based Hierarchical Aggregation Network for Text-Video Retrieval. Yahan Yu, Bojie Hu, Yu Li |
| 2022 | GPS: Genetic Prompt Search for Efficient Few-Shot Learning. Hanwei Xu, Yujun Chen, Yulun Du, Nan Shao, Yanggang Wang, Haiyu Li, Zhilin Yang |
| 2022 | GREENER: Graph Neural Networks for News Media Profiling. Panayot Panayotov, Utsav Shukla, Husrev Taha Sencar, Mohamed Nabeel, Preslav Nakov |
| 2022 | GammaE: Gamma Embeddings for Logical Queries on Knowledge Graphs. Dong Yang, Peijun Qing, Yang Li, Haonan Lu, Xiaodong Lin |
| 2022 | Gendered Mental Health Stigma in Masked Language Models. Inna W. Lin, Lucille Njoo, Anjalie Field, Ashish Sharma, Katharina Reinecke, Tim Althoff, Yulia Tsvetkov |
| 2022 | Generalizing over Long Tail Concepts for Medical Term Normalization. Beatrice Portelli, Simone Scaboro, Enrico Santus, Hooman Sedghamiz, Emmanuele Chersoni, Giuseppe Serra |
| 2022 | Generate, Discriminate and Contrast: A Semi-Supervised Sentence Representation Learning Framework. Yiming Chen, Yan Zhang, Bin Wang, Zuozhu Liu, Haizhou Li |
| 2022 | Generating Information-Seeking Conversations from Unlabeled Documents. Gangwoo Kim, Sungdong Kim, Kang Min Yoo, Jaewoo Kang |
| 2022 | Generating Literal and Implied Subquestions to Fact-check Complex Claims. Jifan Chen, Aniruddh Sriram, Eunsol Choi, Greg Durrett |
| 2022 | Generating Natural Language Proofs with Verifier-Guided Search. Kaiyu Yang, Jia Deng, Danqi Chen |
| 2022 | Generative Data Augmentation with Contrastive Learning for Zero-Shot Stance Detection. Yang Li, Jiawei Yuan |
| 2022 | Generative Entity Typing with Curriculum Learning. Siyu Yuan, Deqing Yang, Jiaqing Liang, Zhixu Li, Jinxi Liu, Jingyue Huang, Yanghua Xiao |
| 2022 | Generative Entity-to-Entity Stance Detection with Knowledge Graph Augmentation. Xinliang Frederick Zhang, Nick Beauchamp, Lu Wang |
| 2022 | Generative Knowledge Graph Construction: A Review. Hongbin Ye, Ningyu Zhang, Hui Chen, Huajun Chen |
| 2022 | Generative Language Models for Paragraph-Level Question Generation. Asahi Ushio, Fernando Alva-Manchego, José Camacho-Collados |
| 2022 | Generative Multi-hop Retrieval. Hyunji Lee, Sohee Yang, Hanseok Oh, Minjoon Seo |
| 2022 | GeoMLAMA: Geo-Diverse Commonsense Probing on Multilingual Pre-Trained Language Models. Da Yin, Hritik Bansal, Masoud Monajatipoor, Liunian Harold Li, Kai-Wei Chang |
| 2022 | Geographic Citation Gaps in NLP Research. Mukund Rungta, Janvijay Singh, Saif M. Mohammad, Diyi Yang |
| 2022 | Gradient-based Constrained Sampling from Language Models. Sachin Kumar, Biswajit Paria, Yulia Tsvetkov |
| 2022 | Graph Hawkes Transformer for Extrapolated Reasoning on Temporal Knowledge Graphs. Haohai Sun, Shangyi Geng, Jialun Zhong, Han Hu, Kun He |
| 2022 | Graph-Based Multilingual Label Propagation for Low-Resource Part-of-Speech Tagging. Ayyoob Imani, Silvia Severini, Masoud Jalili Sabet, François Yvon, Hinrich Schütze |
| 2022 | Graph-Induced Transformers for Efficient Multi-Hop Question Answering. Giwon Hong, Jeonghwan Kim, Junmo Kang, Sung-Hyon Myaeng |
| 2022 | Graph-based Model Generation for Few-Shot Relation Extraction. Wanli Li, Tieyun Qian |
| 2022 | GraphQ IR: Unifying the Semantic Parsing of Graph Query Languages with One Intermediate Representation. Lunyiu Nie, Shulin Cao, Jiaxin Shi, Jiuding Sun, Qi Tian, Lei Hou, Juanzi Li, Jidong Zhai |
| 2022 | Ground-Truth Labels Matter: A Deeper Look into Input-Label Demonstrations. Kang Min Yoo, Junyeob Kim, Hyuhng Joon Kim, Hyunsoo Cho, Hwiyeol Jo, Sang-Woo Lee, Sang-goo Lee, Taeuk Kim |
| 2022 | Group is better than individual: Exploiting Label Topologies and Label Relations for Joint Multiple Intent Detection and Slot Filling. Bowen Xing, Ivor W. Tsang |
| 2022 | Guiding Neural Entity Alignment with Compatibility. Bing Liu, Harrisen Scells, Wen Hua, Guido Zuccon, Genghong Zhao, Xia Zhang |
| 2022 | GuoFeng: A Benchmark for Zero Pronoun Recovery and Translation. Mingzhou Xu, Longyue Wang, Derek F. Wong, Hongye Liu, Linfeng Song, Lidia S. Chao, Shuming Shi, Zhaopeng Tu |
| 2022 | HEGEL: Hypergraph Transformer for Long Document Summarization. Haopeng Zhang, Xiao Liu, Jiawei Zhang |
| 2022 | HPT: Hierarchy-aware Prompt Tuning for Hierarchical Text Classification. Zihan Wang, Peiyi Wang, Tianyu Liu, Binghuai Lin, Yunbo Cao, Zhifang Sui, Houfeng Wang |
| 2022 | Hard Gate Knowledge Distillation - Leverage Calibration for Robust and Reliable Language Model. Dongkyu Lee, Zhiliang Tian, Yingxiu Zhao, Ka Chun Cheung, Nevin Lianwen Zhang |
| 2022 | Hardness-guided domain adaptation to recognise biomedical named entities under low-resource scenarios. Ngoc Dang Nguyen, Lan Du, Wray L. Buntine, Changyou Chen, Richard Beare |
| 2022 | HashFormers: Towards Vocabulary-independent Pre-trained Transformers. Huiyin Xue, Nikolaos Aletras |
| 2022 | Help me write a Poem - Instruction Tuning as a Vehicle for Collaborative Poetry Writing. Tuhin Chakrabarty, Vishakh Padmakumar, He He |
| 2022 | Helping the Weak Makes You Strong: Simple Multi-Task Learning Improves Non-Autoregressive Translators. Xinyou Wang, Zaixiang Zheng, Shujian Huang |
| 2022 | Hierarchical Multi-Label Classification of Scientific Documents. Mobashir Sadat, Cornelia Caragea |
| 2022 | Hierarchical Phrase-Based Sequence-to-Sequence Learning. Bailin Wang, Ivan Titov, Jacob Andreas, Yoon Kim |
| 2022 | How "Multi" is Multi-Document Summarization? Ruben Wolhandler, Arie Cattan, Ori Ernst, Ido Dagan |
| 2022 | How Far are We from Robust Long Abstractive Summarization? Huan Yee Koh, Jiaxin Ju, He Zhang, Ming Liu, Shirui Pan |
| 2022 | How Large Language Models are Transforming Machine-Paraphrase Plagiarism. Jan Philip Wahle, Terry Ruas, Frederic Kirstein, Bela Gipp |
| 2022 | How to disagree well: Investigating the dispute tactics used on Wikipedia. Christine de Kock, Andreas Vlachos |
| 2022 | How well can Text-to-Image Generative Models understand Ethical Natural Language Interventions? Hritik Bansal, Da Yin, Masoud Monajatipoor, Kai-Wei Chang |
| 2022 | Human Guided Exploitation of Interpretable Attention Patterns in Summarization and Topic Segmentation. Raymond Li, Wen Xiao, Linzi Xing, Lanjun Wang, Gabriel Murray, Giuseppe Carenini |
| 2022 | Human-Machine Collaboration Approaches to Build a Dialogue Dataset for Hate Speech Countering. Helena Bonaldi, Sara Dellantonio, Serra Sinem Tekiroglu, Marco Guerini |
| 2022 | HydraSum: Disentangling Style Features in Text Summarization with Multi-Decoder Models. Tanya Goyal, Nazneen Rajani, Wenhao Liu, Wojciech Kryscinski |
| 2022 | Hyper-X: A Unified Hypernetwork for Multi-Task Multilingual Transfer. Ahmet Üstün, Arianna Bisazza, Gosse Bouma, Gertjan van Noord, Sebastian Ruder |
| 2022 | Hypoformer: Hybrid Decomposition Transformer for Edge-friendly Neural Machine Translation. Sunzhu Li, Peng Zhang, Guobing Gan, Xiuqing Lv, Benyou Wang, Victor Junqiu Wei, Xin Jiang |
| 2022 | IDK-MRC: Unanswerable Questions for Indonesian Machine Reading Comprehension. Rifki Afina Putri, Alice Oh |
| 2022 | IELM: An Open Information Extraction Benchmark for Pre-Trained Language Models. Chenguang Wang, Xiao Liu, Dawn Song |
| 2022 | IM⌃2: an Interpretable and Multi-category Integrated Metric Framework for Automatic Dialogue Evaluation. Zhihua Jiang, Guanghui Ye, Dongning Rao, Di Wang, Xin Miao |
| 2022 | IRRGN: An Implicit Relational Reasoning Graph Network for Multi-turn Response Selection. Jingcheng Deng, Hengwei Dai, Xuewei Guo, Yuanchen Ju, Wei Peng |
| 2022 | Identifying Physical Object Use in Sentences. Tianyu Jiang, Ellen Riloff |
| 2022 | Improved grammatical error correction by ranking elementary edits. Alexey Sorokin |
| 2022 | Improving Aspect Sentiment Quad Prediction via Template-Order Data Augmentation. Mengting Hu, Yike Wu, Hang Gao, Yinhao Bai, Shiwan Zhao |
| 2022 | Improving Chinese Spelling Check by Character Pronunciation Prediction: The Effects of Adaptivity and Granularity. Jiahao Li, Quan Wang, Zhendong Mao, Junbo Guo, Yanyan Yang, Yongdong Zhang |
| 2022 | Improving Complex Knowledge Base Question Answering via Question-to-Action and Question-to-Question Alignment. Yechun Tang, Xiaoxia Cheng, Weiming Lu |
| 2022 | Improving Embeddings Representations for Comparing Higher Education Curricula: A Use Case in Computing. Jeffri Murrugarra-Llerena, Fernando Alva-Manchego, Nils Murrugarra-Llerena |
| 2022 | Improving Event Coreference Resolution Using Document-level and Topic-level Information. Sheng Xu, Peifeng Li, Qiaoming Zhu |
| 2022 | Improving Factual Consistency in Summarization with Compression-Based Post-Editing. Alexander R. Fabbri, Prafulla Kumar Choubey, Jesse Vig, Chien-Sheng Wu, Caiming Xiong |
| 2022 | Improving Faithfulness by Augmenting Negative Summaries from Fake Documents. Tianshu Wang, Faisal Ladhak, Esin Durmus, He He |
| 2022 | Improving Iterative Text Revision by Learning Where to Edit from Other Revision Tasks. Zae Myung Kim, Wanyu Du, Vipul Raheja, Dhruv Kumar, Dongyeop Kang |
| 2022 | Improving Large-scale Paraphrase Acquisition and Generation. Yao Dou, Chao Jiang, Wei Xu |
| 2022 | Improving Low-Resource Languages in Pre-Trained Multilingual Language Models. Viktor Hangya, Hossain Shaikh Saadi, Alexander Fraser |
| 2022 | Improving Machine Translation with Phrase Pair Injection and Corpus Filtering. Akshay Batheja, Pushpak Bhattacharyya |
| 2022 | Improving Multi-task Stance Detection with Multi-task Interaction Network. Heyan Chai, Siyu Tang, Jinhao Cui, Ye Ding, Binxing Fang, Qing Liao |
| 2022 | Improving Multi-turn Emotional Support Dialogue Generation with Lookahead Strategy Planning. Yi Cheng, Wenge Liu, Wenjie Li, Jiashuo Wang, Ruihui Zhao, Bang Liu, Xiaodan Liang, Yefeng Zheng |
| 2022 | Improving Passage Retrieval with Zero-Shot Question Generation. Devendra Singh Sachan, Mike Lewis, Mandar Joshi, Armen Aghajanyan, Wen-tau Yih, Joelle Pineau, Luke Zettlemoyer |
| 2022 | Improving Stability of Fine-Tuning Pretrained Language Models via Component-Wise Gradient Norm Clipping. Chenghao Yang, Xuezhe Ma |
| 2022 | Improving Temporal Generalization of Pre-trained Language Models with Lexical Semantic Change. Zhaochen Su, Zecheng Tang, Xinyan Guan, Lijun Wu, Min Zhang, Juntao Li |
| 2022 | Improving Tokenisation by Alternative Treatment of Spaces. Edward Gow-Smith, Harish Tayyar Madabushi, Carolina Scarton, Aline Villavicencio |
| 2022 | Improving compositional generalization for multi-step quantitative reasoning in question answering. Armineh Nourbakhsh, Cathy Jiao, Sameena Shah, Carolyn P. Rosé |
| 2022 | Incorporating Relevance Feedback for Information-Seeking Retrieval using Few-Shot Document Re-Ranking. Tim Baumgärtner, Leonardo F. R. Ribeiro, Nils Reimers, Iryna Gurevych |
| 2022 | Increasing Visual Awareness in Multimodal Neural Machine Translation from an Information Theoretic Perspective. Baijun Ji, Tong Zhang, Yicheng Zou, Bojie Hu, Si Shen |
| 2022 | IndicNLG Benchmark: Multilingual Datasets for Diverse NLG Tasks in Indic Languages. Aman Kumar, Himani Shrotriya, Prachi Sahu, Amogh Mishra, Raj Dabre, Ratish Puduppully, Anoop Kunchukuttan, Mitesh M. Khapra, Pratyush Kumar |
| 2022 | IndicXNLI: Evaluating Multilingual Inference for Indian Languages. Divyanshu Aggarwal, Vivek Gupta, Anoop Kunchukuttan |
| 2022 | Inducer-tuning: Connecting Prefix-tuning and Adapter-tuning. Yifan Chen, Devamanyu Hazarika, Mahdi Namazifar, Yang Liu, Di Jin, Dilek Hakkani-Tur |
| 2022 | Inductive Relation Prediction with Logical Reasoning Using Contrastive Representations. Yudai Pan, Jun Liu, Lingling Zhang, Tianzhe Zhao, Qika Lin, Xin Hu, Qianying Wang |
| 2022 | Infinite SCAN: An Infinite Model of Diachronic Semantic Change. Seiichi Inoue, Mamoru Komachi, Toshinobu Ogiso, Hiroya Takamura, Daichi Mochihashi |
| 2022 | InforMask: Unsupervised Informative Masking for Language Model Pretraining. Nafis Sadeq, Canwen Xu, Julian J. McAuley |
| 2022 | Information-Theoretic Text Hallucination Reduction for Video-grounded Dialogue. Sunjae Yoon, Eunseop Yoon, Hee Suk Yoon, Junyeong Kim, Chang Dong Yoo |
| 2022 | Information-Transport-based Policy for Simultaneous Translation. Shaolei Zhang, Yang Feng |
| 2022 | Injecting Domain Knowledge in Language Models for Task-oriented Dialogue Systems. Denis Emelin, Daniele Bonadiman, Sawsan Alqahtani, Yi Zhang, Saab Mansour |
| 2022 | Instance Regularization for Discriminative Language Model Pre-training. Zhuosheng Zhang, Hai Zhao, Ming Zhou |
| 2022 | InstructDial: Improving Zero and Few-shot Generalization in Dialogue through Instruction Tuning. Prakhar Gupta, Cathy Jiao, Yi-Ting Yeh, Shikib Mehri, Maxine Eskénazi, Jeffrey P. Bigham |
| 2022 | Interpreting Language Models with Contrastive Explanations. Kayo Yin, Graham Neubig |
| 2022 | Interventional Training for Out-Of-Distribution Natural Language Understanding. Sicheng Yu, Jing Jiang, Hao Zhang, Yulei Niu, Qianru Sun, Lidong Bing |
| 2022 | Intriguing Properties of Compression on Multilingual Models. Kelechi Ogueji, Orevaoghene Ahia, Gbemileke Onilude, Sebastian Gehrmann, Sara Hooker, Julia Kreutzer |
| 2022 | Invariant Language Modeling. Maxime Peyrard, Sarvjeet Singh Ghotra, Martin Josifoski, Vidhan Agarwal, Barun Patra, Dean Carignan, Emre Kiciman, Saurabh Tiwary, Robert West |
| 2022 | Investigating the Robustness of Natural Language Generation from Logical Forms via Counterfactual Samples. Chengyuan Liu, Leilei Gan, Kun Kuang, Fei Wu |
| 2022 | Is a Question Decomposition Unit All We Need? Pruthvi Patel, Swaroop Mishra, Mihir Parmar, Chitta Baral |
| 2022 | Is the Brain Mechanism for Hierarchical Structure Building Universal Across Languages? An fMRI Study of Chinese and English. Xiaohan Zhang, Shaonan Wang, Nan Lin, Chengqing Zong |
| 2022 | IsoVec: Controlling the Relative Isomorphism of Word Embedding Spaces. Kelly Marchisio, Neha Verma, Kevin Duh, Philipp Koehn |
| 2022 | Iteratively Prompt Pre-trained Language Models for Chain of Thought. Boshi Wang, Xiang Deng, Huan Sun |
| 2022 | JANUS: Joint Autoregressive and Non-autoregressive Training with Auxiliary Loss for Sequence Generation. Xiaobo Liang, Lijun Wu, Juntao Li, Min Zhang |
| 2022 | JDDC 2.1: A Multimodal Chinese Dialogue Dataset with Joint Tasks of Query Rewriting, Response Generation, Discourse Parsing, and Summarization. Nan Zhao, Haoran Li, Youzheng Wu, Xiaodong He |
| 2022 | Joint Completion and Alignment of Multilingual Knowledge Graphs. Soumen Chakrabarti, Harkanwar Singh, Shubham Lohiya, Prachi Jain, Mausam |
| 2022 | Just Fine-tune Twice: Selective Differential Privacy for Large Language Models. Weiyan Shi, Ryan Shea, Si Chen, Chiyuan Zhang, Ruoxi Jia, Zhou Yu |
| 2022 | KECP: Knowledge Enhanced Contrastive Prompting for Few-shot Extractive Question Answering. Jianing Wang, Chengyu Wang, Minghui Qiu, Qiuhui Shi, Hongbin Wang, Jun Huang, Ming Gao |
| 2022 | KOLD: Korean Offensive Language Dataset. Younghoon Jeong, Juhyun Oh, Jongwon Lee, Jaimeen Ahn, Jihyung Moon, Sungjoon Park, Alice Oh |
| 2022 | Kernel-Whitening: Overcome Dataset Bias with Isotropic Sentence Embedding. Songyang Gao, Shihan Dou, Qi Zhang, Xuanjing Huang |
| 2022 | Keyphrase Generation via Soft and Hard Semantic Corrections. Guangzhen Zhao, Guoshun Yin, Peng Yang, Yu Yao |
| 2022 | Knowledge Prompting in Pre-trained Language Model for Natural Language Understanding. Jianing Wang, Wenkang Huang, Minghui Qiu, Qiuhui Shi, Hongbin Wang, Xiang Li, Ming Gao |
| 2022 | Knowledge Transfer from Answer Ranking to Answer Generation. Matteo Gabburo, Rik Koncel-Kedziorski, Siddhant Garg, Luca Soldaini, Alessandro Moschitti |
| 2022 | LILA: A Unified Benchmark for Mathematical Reasoning. Swaroop Mishra, Matthew Finlayson, Pan Lu, Leonard Tang, Sean Welleck, Chitta Baral, Tanmay Rajpurohit, Oyvind Tafjord, Ashish Sabharwal, Peter Clark, Ashwin Kalyan |
| 2022 | LVP-M3: Language-aware Visual Prompt for Multilingual Multimodal Machine Translation. Hongcheng Guo, Jiaheng Liu, Haoyang Huang, Jian Yang, Zhoujun Li, Dongdong Zhang, Zheng Cui |
| 2022 | Label-aware Multi-level Contrastive Learning for Cross-lingual Spoken Language Understanding. Shining Liang, Linjun Shou, Jian Pei, Ming Gong, Wanli Zuo, Xianglin Zuo, Daxin Jiang |
| 2022 | Language Contamination Helps Explains the Cross-lingual Capabilities of English Pretrained Models. Terra Blevins, Luke Zettlemoyer |
| 2022 | Language Model Decomposition: Quantifying the Dependency and Correlation of Language Models. Hao Zhang |
| 2022 | Language Model Pre-Training with Sparse Latent Typing. Liliang Ren, Zixuan Zhang, Han Wang, Clare R. Voss, ChengXiang Zhai, Heng Ji |
| 2022 | Language Models of Code are Few-Shot Commonsense Learners. Aman Madaan, Shuyan Zhou, Uri Alon, Yiming Yang, Graham Neubig |
| 2022 | Large Dual Encoders Are Generalizable Retrievers. Jianmo Ni, Chen Qu, Jing Lu, Zhuyun Dai, Gustavo Hernández Ábrego, Ji Ma, Vincent Y. Zhao, Yi Luan, Keith B. Hall, Ming-Wei Chang, Yinfei Yang |
| 2022 | Large language models are few-shot clinical information extractors. Monica Agrawal, Stefan Hegselmann, Hunter Lang, Yoon Kim, David A. Sontag |
| 2022 | Late Fusion with Triplet Margin Objective for Multimodal Ideology Prediction and Analysis. Changyuan Qiu, Winston Wu, Xinliang Frederick Zhang, Lu Wang |
| 2022 | Learning Cross-Task Dependencies for Joint Extraction of Entities, Events, Event Arguments, and Relations. Minh Van Nguyen, Bonan Min, Franck Dernoncourt, Thien Huu Nguyen |
| 2022 | Learning Instructions with Unlabeled Data for Zero-Shot Cross-Task Generalization. Yuxian Gu, Pei Ke, Xiaoyan Zhu, Minlie Huang |
| 2022 | Learning Inter-Entity-Interaction for Few-Shot Knowledge Graph Completion. Yuling Li, Kui Yu, Xiaoling Huang, Yuhong Zhang |
| 2022 | Learning Label Modular Prompts for Text Classification in the Wild. Hailin Chen, Amrita Saha, Shafiq R. Joty, Steven C. H. Hoi |
| 2022 | Learning Robust Representations for Continual Relation Extraction via Adversarial Class Augmentation. Peiyi Wang, Yifan Song, Tianyu Liu, Binghuai Lin, Yunbo Cao, Sujian Li, Zhifang Sui |
| 2022 | Learning Semantic Textual Similarity via Topic-informed Discrete Latent Variables. Erxin Yu, Lan Du, Yuan Jin, Zhepei Wei, Yi Chang |
| 2022 | Learning a Grammar Inducer from Massive Uncurated Instructional Videos. Songyang Zhang, Linfeng Song, Lifeng Jin, Haitao Mi, Kun Xu, Dong Yu, Jiebo Luo |
| 2022 | Learning to Adapt to Low-Resource Paraphrase Generation. Zhigen Li, Yanmeng Wang, Rizhao Fan, Ye Wang, Jianfeng Li, Shaojun Wang |
| 2022 | Learning to Decompose: Hypothetical Question Decomposition Based on Comparable Texts. Ben Zhou, Kyle Richardson, Xiaodong Yu, Dan Roth |
| 2022 | Learning to Explain Selectively: A Case Study on Question Answering. Shi Feng, Jordan L. Boyd-Graber |
| 2022 | Learning to Generate Overlap Summaries through Noisy Synthetic Data. Naman Bansal, Mousumi Akter, Shubhra Kanti Karmaker Santu |
| 2022 | Learning to Generate Question by Asking Question: A Primal-Dual Approach with Uncommon Word Generation. Qifan Wang, Li Yang, Xiaojun Quan, Fuli Feng, Dongfang Liu, Zenglin Xu, Sinong Wang, Hao Ma |
| 2022 | Learning with Rejection for Abstractive Text Summarization. Meng Cao, Yue Dong, Jingyi He, Jackie Chi Kit Cheung |
| 2022 | Less is More: Summary of Long Instructions is Better for Program Synthesis. Kirby Kuznia, Swaroop Mishra, Mihir Parmar, Chitta Baral |
| 2022 | Let the CAT out of the bag: Contrastive Attributed explanations for Text. Saneem A. Chemmengath, Amar Prakash Azad, Ronny Luss, Amit Dhurandhar |
| 2022 | Leveraging Affirmative Interpretations from Negation Improves Natural Language Understanding. Md Mosharaf Hossain, Eduardo Blanco |
| 2022 | Leveraging Locality in Abstractive Text Summarization. Yixin Liu, Ansong Ni, Linyong Nan, Budhaditya Deb, Chenguang Zhu, Ahmed Hassan Awadallah, Dragomir Radev |
| 2022 | Leveraging QA Datasets to Improve Generative Data Augmentation. Dheeraj Mekala, Tu Vu, Timo Schick, Jingbo Shang |
| 2022 | Life is a Circus and We are the Clowns: Automatically Finding Analogies between Situations and Processes. Oren Sultan, Dafna Shahaf |
| 2022 | LightEA: A Scalable, Robust, and Interpretable Entity Alignment Framework via Three-view Label Propagation. Xin Mao, Wenting Wang, Yuanbin Wu, Man Lan |
| 2022 | Linearizing Transformer with Key-Value Memory. Yizhe Zhang, Deng Cai |
| 2022 | Linguistic Corpus Annotation for Automatic Text Simplification Evaluation. Rémi Cardon, Adrien Bibal, Rodrigo Wilkens, David Alfter, Magali Norré, Adeline Müller, Patrick Watrin, Thomas François |
| 2022 | LiteVL: Efficient Video-Language Learning with Enhanced Spatial-Temporal Modeling. Dongsheng Chen, Chaofan Tao, Lu Hou, Lifeng Shang, Xin Jiang, Qun Liu |
| 2022 | LittleBird: Efficient Faster & Longer Transformer for Question Answering. Minchul Lee, Kijong Han, Myeong Cheol Shin |
| 2022 | Logical Neural Networks for Knowledge Base Completion with Embeddings & Rules. Prithviraj Sen, Breno W. S. R. de Carvalho, Ibrahim Abdelaziz, Pavan Kapanipathi, Salim Roukos, Alexander G. Gray |
| 2022 | Logical Reasoning with Span-Level Predictions for Interpretable and Robust NLI Models. Joe Stacey, Pasquale Minervini, Haim Dubossarsky, Marek Rei |
| 2022 | Long Text Generation with Topic-aware Discrete Latent Variable Model. Erguang Yang, Mingtong Liu, Deyi Xiong, Yujie Zhang, Yufeng Chen, Jinan Xu |
| 2022 | Looking at the Overlooked: An Analysis on the Word-Overlap Bias in Natural Language Inference. Sara Rajaee, Yadollah Yaghoobzadeh, Mohammad Taher Pilehvar |
| 2022 | Low-resource Neural Machine Translation with Cross-modal Alignment. Zhe Yang, Qingkai Fang, Yang Feng |
| 2022 | M2D2: A Massively Multi-Domain Language Modeling Dataset. Machel Reid, Victor Zhong, Suchin Gururangan, Luke Zettlemoyer |
| 2022 | M3: A Multi-View Fusion and Multi-Decoding Network for Multi-Document Reading Comprehension. Liang Wen, Houfeng Wang, Yingwei Luo, Xiaolin Wang |
| 2022 | MABEL: Attenuating Gender Bias using Textual Entailment Data. Jacqueline He, Mengzhou Xia, Christiane Fellbaum, Danqi Chen |
| 2022 | MAVEN-ERE: A Unified Large-scale Dataset for Event Coreference, Temporal, Causal, and Subevent Relation Extraction. Xiaozhi Wang, Yulin Chen, Ning Ding, Hao Peng, Zimu Wang, Yankai Lin, Xu Han, Lei Hou, Juanzi Li, Zhiyuan Liu, Peng Li, Jie Zhou |
| 2022 | MEE: A Novel Multilingual Event Extraction Dataset. Amir Pouran Ben Veyseh, Javid Ebrahimi, Franck Dernoncourt, Thien Huu Nguyen |
| 2022 | META-GUI: Towards Multi-modal Conversational Agents on Mobile GUI. Liangtai Sun, Xingyu Chen, Lu Chen, Tianle Dai, Zichen Zhu, Kai Yu |
| 2022 | MGDoc: Pre-training with Multi-granular Hierarchy for Document Image Understanding. Zilong Wang, Jiuxiang Gu, Chris Tensmeyer, Nikolaos Barmpalios, Ani Nenkova, Tong Sun, Jingbo Shang, Vlad I. Morariu |
| 2022 | MM-Align: Learning Optimal Transport-based Alignment Dynamics for Fast and Accurate Inference on Missing Modality Sequences. Wei Han, Hui Chen, Min-Yen Kan, Soujanya Poria |
| 2022 | MOCHA: A Multi-Task Training Approach for Coherent Text Generation from Cognitive Perspective. Zhe Hu, Hou Pong Chan, Lifu Huang |
| 2022 | MT-GenEval: A Counterfactual and Contextual Dataset for Evaluating Gender Accuracy in Machine Translation. Anna Currey, Maria Nadejde, Raghavendra Reddy Pappagari, Mia Mayer, Stanislas Lauly, Xing Niu, Benjamin Hsu, Georgiana Dinu |
| 2022 | MUSIED: A Benchmark for Event Detection from Multi-Source Heterogeneous Informal Texts. Xiangyu Xi, Jianwei Lv, Shuaipeng Liu, Wei Ye, Fan Yang, Guanglu Wan |
| 2022 | Machine Translation Robustness to Natural Asemantic Variation. Jacob Bremerman, Xiang Ren, Jonathan May |
| 2022 | Maieutic Prompting: Logically Consistent Reasoning with Recursive Explanations. Jaehun Jung, Lianhui Qin, Sean Welleck, Faeze Brahman, Chandra Bhagavatula, Ronan Le Bras, Yejin Choi |
| 2022 | Making Pretrained Language Models Good Long-tailed Learners. Chen Zhang, Lei Ren, Jingang Wang, Wei Wu, Dawei Song |
| 2022 | Making Science Simple: Corpora for the Lay Summarisation of Scientific Literature. Tomas Goldsack, Zhihao Zhang, Chenghua Lin, Carolina Scarton |
| 2022 | MasakhaNER 2.0: Africa-centric Transfer Learning for Named Entity Recognition. David Ifeoluwa Adelani, Graham Neubig, Sebastian Ruder, Shruti Rijhwani, Michael Beukman, Chester Palen-Michel, Constantine Lignos, Jesujoba O. Alabi, Shamsuddeen Hassan Muhammad, Peter Nabende, Cheikh M. Bamba Dione, Andiswa Bukula, Rooweither Mabuya, Bonaventure F. P. Dossou, Blessing K. Sibanda, Happy Buzaaba, Jonathan Mukiibi, Godson Kalipe, Derguene Mbaye, Amelia V. Taylor, Fatoumata Ouoba Kabore, Chris Chinenye Emezue, Aremu Anuoluwapo, Perez Ogayo, Catherine Gitau, Edwin Munkoh-Buabeng, Victoire Memdjokam Koagne, Allahsera Auguste Tapo, Tebogo Macucwa, Vukosi Marivate, Elvis Mboning, Tajuddeen Gwadabe, Tosin P. Adewumi, Orevaoghene Ahia, Joyce Nakatumba-Nabende, Neo L. Mokono, Ignatius Ezeani, Chiamaka Chukwuneke, Mofetoluwa Adeyemi, Gilles Hacheme, Idris Abdulmumin, Odunayo Ogundepo, Oreen Yousuf, Tatiana Moteu Ngoli, Dietrich Klakow |
| 2022 | Mask the Correct Tokens: An Embarrassingly Simple Approach for Error Correction. Kai Shen, Yichong Leng, Xu Tan, Siliang Tang, Yuan Zhang, Wenjie Liu, Edward Lin |
| 2022 | MatchPrompt: Prompt-based Open Relation Extraction with Semantic Consistency Guided Clustering. Jiaxin Wang, Lingling Zhang, Jun Liu, Xi Liang, Yujie Zhong, Yaqiang Wu |
| 2022 | McQueen: a Benchmark for Multimodal Conversational Query Rewrite. Yifei Yuan, Chen Shi, Runze Wang, Liyi Chen, Feijun Jiang, Yuan You, Wai Lam |
| 2022 | Measuring Context-Word Biases in Lexical Semantic Datasets. Qianchu Liu, Diana McCarthy, Anna Korhonen |
| 2022 | Measuring the Mixing of Contextual Information in the Transformer. Javier Ferrando, Gerard I. Gállego, Marta R. Costa-jussà |
| 2022 | MedCLIP: Contrastive Learning from Unpaired Medical Images and Text. Zifeng Wang, Zhenbang Wu, Dinesh Agarwal, Jimeng Sun |
| 2022 | MedJEx: A Medical Jargon Extraction Model with Wiki's Hyperlink Span and Contextualized Masked Language Model Score. Sunjae Kwon, Zonghai Yao, Harmon S. Jordan, David A. Levy, Brian Corner, Hong Yu |
| 2022 | Memory-assisted prompt editing to improve GPT-3 after deployment. Aman Madaan, Niket Tandon, Peter Clark, Yiming Yang |
| 2022 | Meta-Learning Fast Weight Language Models. Kevin Clark, Kelvin Guu, Ming-Wei Chang, Panupong Pasupat, Geoffrey E. Hinton, Mohammad Norouzi |
| 2022 | MetaASSIST: Robust Dialogue State Tracking with Meta Learning. Fanghua Ye, Xi Wang, Jie Huang, Shenghui Li, Samuel Stern, Emine Yilmaz |
| 2022 | MetaFill: Text Infilling for Meta-Path Generation on Heterogeneous Information Networks. Zequn Liu, Kefei Duan, Junwei Yang, Hanwen Xu, Ming Zhang, Sheng Wang |
| 2022 | MetaLogic: Logical Reasoning Explanations with Fine-Grained Structure. Yinya Huang, Hongming Zhang, Ruixin Hong, Xiaodan Liang, Changshui Zhang, Dong Yu |
| 2022 | MetaTKG: Learning Evolutionary Meta-Knowledge for Temporal Knowledge Graph Reasoning. Yuwei Xia, Mengqi Zhang, Qiang Liu, Shu Wu, Xiaoyu Zhang |
| 2022 | Metric-guided Distillation: Distilling Knowledge from the Metric to Ranker and Retriever for Generative Commonsense Reasoning. Xingwei He, Yeyun Gong, A-Long Jin, Weizhen Qi, Hang Zhang, Jian Jiao, Bartuer Zhou, Biao Cheng, Siu-Ming Yiu, Nan Duan |
| 2022 | Missing Counter-Evidence Renders NLP Fact-Checking Unrealistic for Misinformation. Max Glockner, Yufang Hou, Iryna Gurevych |
| 2022 | Mitigating Data Sparsity for Short Text Topic Modeling by Topic-Semantic Contrastive Learning. Xiaobao Wu, Anh Tuan Luu, Xinshuai Dong |
| 2022 | Mitigating Inconsistencies in Multimodal Sentiment Analysis under Uncertain Missing Modalities. Jiandian Zeng, Jiantao Zhou, Tianyi Liu |
| 2022 | Mitigating Spurious Correlation in Natural Language Understanding with Counterfactual Inference. Can Udomcharoenchaikit, Wuttikorn Ponwitayarat, Patomporn Payoungkhamdee, Kanruethai Masuk, Weerayut Buaphet, Ekapol Chuangsuwanich, Sarana Nutanong |
| 2022 | Mixed-effects transformers for hierarchical adaptation. Julia White, Noah D. Goodman, Robert X. D. Hawkins |
| 2022 | Mixture of Attention Heads: Selecting Attention Heads Per Token. Xiaofeng Zhang, Yikang Shen, Zeyu Huang, Jie Zhou, Wenge Rong, Zhang Xiong |
| 2022 | MoSE: Modality Split and Ensemble for Multimodal Knowledge Graph Completion. Yu Zhao, Xiangrui Cai, Yike Wu, Haiwei Zhang, Ying Zhang, Guoqing Zhao, Ning Jiang |
| 2022 | Modal-specific Pseudo Query Generation for Video Corpus Moment Retrieval. Minjoon Jung, Seongho Choi, Joochan Kim, Jin-Hwa Kim, Byoung-Tak Zhang |
| 2022 | Model Cascading: Towards Jointly Improving Efficiency and Accuracy of NLP Systems. Neeraj Varshney, Chitta Baral |
| 2022 | Model Criticism for Long-Form Text Generation. Yuntian Deng, Volodymyr Kuleshov, Alexander M. Rush |
| 2022 | Modeling Consistency Preference via Lexical Chains for Document-level Neural Machine Translation. Xinglin Lyu, Junhui Li, Shimin Tao, Hao Yang, Ying Qin, Min Zhang |
| 2022 | Modeling Information Change in Science Communication with Semantically Matched Paraphrases. Dustin Wright, Jiaxin Pei, David Jurgens, Isabelle Augenstein |
| 2022 | Modeling Label Correlations for Ultra-Fine Entity Typing with Neural Pairwise Conditional Random Field. Chengyue Jiang, Yong Jiang, Weiqi Wu, Pengjun Xie, Kewei Tu |
| 2022 | Momentum Contrastive Pre-training for Question Answering. Minda Hu, Muzhi Li, Yasheng Wang, Irwin King |
| 2022 | MuRAG: Multimodal Retrieval-Augmented Generator for Open Question Answering over Images and Text. Wenhu Chen, Hexiang Hu, Xi Chen, Pat Verga, William W. Cohen |
| 2022 | Multi-Granularity Optimization for Non-Autoregressive Translation. Yafu Li, Leyang Cui, Yongjing Yin, Yue Zhang |
| 2022 | Multi-Label Intent Detection via Contrastive Task Specialization of Sentence Encoders. Ivan Vulic, Iñigo Casanueva, Georgios Spithourakis, Avishek Mondal, Tsung-Hsien Wen, Pawel Budzianowski |
| 2022 | Multi-VQG: Generating Engaging Questions for Multiple Images. Min-Hsuan Yeh, Vincent Chen, Ting-Hao (Kenneth) Huang, Lun-Wei Ku |
| 2022 | Multi-level Distillation of Semantic Knowledge for Pre-training Multilingual Language Model. Mingqi Li, Fei Ding, Dan Zhang, Long Cheng, Hongxin Hu, Feng Luo |
| 2022 | Multilingual Machine Translation with Hyper-Adapters. Christos Baziotis, Mikel Artetxe, James Cross, Shruti Bhosale |
| 2022 | Multilingual Relation Classification via Efficient and Effective Prompting. Yuxuan Chen, David Harbecke, Leonhard Hennig |
| 2022 | Multimodal Robustness for Neural Machine Translation. Yuting Zhao, Ioan Calapodescu |
| 2022 | Multitask Instruction-based Prompting for Fallacy Recognition. Tariq Alhindi, Tuhin Chakrabarty, Elena Musi, Smaranda Muresan |
| 2022 | Mutual Exclusivity Training and Primitive Augmentation to Induce Compositionality. Yichen Jiang, Xiang Zhou, Mohit Bansal |
| 2022 | Mutual Information Alleviates Hallucinations in Abstractive Summarization. Liam van der Poel, Ryan Cotterell, Clara Meister |
| 2022 | Natural Language Deduction with Incomplete Information. Zayne Sprague, Kaj Bostrom, Swarat Chaudhuri, Greg Durrett |
| 2022 | Natural Language to Code Translation with Execution. Freda Shi, Daniel Fried, Marjan Ghazvininejad, Luke Zettlemoyer, Sida I. Wang |
| 2022 | Natural Logic-guided Autoregressive Multi-hop Document Retrieval for Fact Verification. Rami Aly, Andreas Vlachos |
| 2022 | Navigating Connected Memories with a Task-oriented Dialog System. Satwik Kottur, Seungwhan Moon, Alborz Geramifard, Babak Damavandi |
| 2022 | Near-Negative Distinction: Giving a Second Life to Human Evaluation Datasets. Philippe Laban, Chien-Sheng Wu, Wenhao Liu, Caiming Xiong |
| 2022 | Nearest Neighbor Zero-Shot Inference. Weijia Shi, Julian Michael, Suchin Gururangan, Luke Zettlemoyer |
| 2022 | Neighborhood Contrastive Learning for Scientific Document Representations with Citation Embeddings. Malte Ostendorff, Nils Rethmeier, Isabelle Augenstein, Bela Gipp, Georg Rehm |
| 2022 | Neural Machine Translation with Contrastive Translation Memories. Xin Cheng, Shen Gao, Lemao Liu, Dongyan Zhao, Rui Yan |
| 2022 | Neural Theory-of-Mind? On the Limits of Social Intelligence in Large LMs. Maarten Sap, Ronan Le Bras, Daniel Fried, Yejin Choi |
| 2022 | Neural-Symbolic Inference for Robust Autoregressive Graph Parsing via Compositional Uncertainty Quantification. Zi Lin, Jeremiah Z. Liu, Jingbo Shang |
| 2022 | Neural-based Mixture Probabilistic Query Embedding for Answering FOL queries on Knowledge Graphs. Xiao Long, Liansheng Zhuang, Aodi Li, Shafei Wang, Houqiang Li |
| 2022 | NewsClaims: A New Benchmark for Claim Detection from News with Attribute Knowledge. Revanth Gangi Reddy, Sai Chetan Chinthakindi, Zhenhailong Wang, Yi R. Fung, Kathryn Conger, Ahmed ElSayed, Martha Palmer, Preslav Nakov, Eduard H. Hovy, Kevin Small, Heng Ji |
| 2022 | Non-Autoregressive Neural Machine Translation: A Call for Clarity. Robin M. Schmidt, Telmo Pires, Stephan Peitz, Jonas Lööf |
| 2022 | Non-Parametric Domain Adaptation for End-to-End Speech Translation. Yichao Du, Weizhi Wang, Zhirui Zhang, Boxing Chen, Tong Xu, Jun Xie, Enhong Chen |
| 2022 | Norm-based Noisy Corpora Filtering and Refurbishing in Neural Machine Translation. Yu Lu, Jiajun Zhang |
| 2022 | Normalized Contrastive Learning for Text-Video Retrieval. Yookoon Park, Mahmoud Azab, Seungwhan Moon, Bo Xiong, Florian Metze, Gourab Kundu, Kirmani Ahmed |
| 2022 | Normalizing Mutual Information for Robust Adaptive Training for Translation. Youngwon Lee, Changmin Lee, Hojin Lee, Seung-won Hwang |
| 2022 | Not to Overfit or Underfit the Source Domains? An Empirical Study of Domain Generalization in Question Answering. Md. Arafat Sultan, Avi Sil, Radu Florian |
| 2022 | Numerical Optimizations for Weighted Low-rank Estimation on Language Models. Ting Hua, Yen-Chang Hsu, Felicity Wang, Qian Lou, Yilin Shen, Hongxia Jin |
| 2022 | OTSeq2Set: An Optimal Transport Enhanced Sequence-to-Set Model for Extreme Multi-label Text Classification. Jie Cao, Yin Zhang |
| 2022 | Offer a Different Perspective: Modeling the Belief Alignment of Arguments in Multi-party Debates. Suzanna Sia, Kokil Jaidka, Hansin Ahuja, Niyati Chhaya, Kevin Duh |
| 2022 | On Measuring the Intrinsic Few-Shot Hardness of Datasets. Xinran Zhao, Shikhar Murty, Christopher D. Manning |
| 2022 | On Parsing as Tagging. Afra Amini, Ryan Cotterell |
| 2022 | On the Calibration of Massively Multilingual Language Models. Kabir Ahuja, Sunayana Sitaram, Sandipan Dandapat, Monojit Choudhury |
| 2022 | On the Evaluation Metrics for Paraphrase Generation. Lingfeng Shen, Lemao Liu, Haiyun Jiang, Shuming Shi |
| 2022 | On the Limitations of Reference-Free Evaluations of Generated Text. Daniel Deutsch, Rotem Dror, Dan Roth |
| 2022 | On the Transformation of Latent Space in Fine-Tuned NLP Models. Nadir Durrani, Hassan Sajjad, Fahim Dalvi, Firoj Alam |
| 2022 | One size does not fit all: Investigating strategies for differentially-private learning across NLP tasks. Manuel Senge, Timour Igamberdiev, Ivan Habernal |
| 2022 | Open Relation and Event Type Discovery with Type Abstraction. Sha Li, Heng Ji, Jiawei Han |
| 2022 | Open World Classification with Adaptive Negative Samples. Ke Bai, Guoyin Wang, Jiwei Li, Sunghyun Park, Sungjin Lee, Puyang Xu, Ricardo Henao, Lawrence Carin |
| 2022 | Open-Domain Sign Language Translation Learned from Online Video. Bowen Shi, Diane Brentari, Gregory Shakhnarovich, Karen Livescu |
| 2022 | Open-Topic False Information Detection on Social Networks with Contrastive Adversarial Learning. Guanghui Ma, Chunming Hu, Ling Ge, Hong Zhang |
| 2022 | Open-domain Video Commentary Generation. Edison Marrese-Taylor, Yumi Hamazono, Tatsuya Ishigaki, Goran Topic, Yusuke Miyao, Ichiro Kobayashi, Hiroya Takamura |
| 2022 | Open-ended Knowledge Tracing for Computer Science Education. Naiming Liu, Zichao Wang, Richard G. Baraniuk, Andrew S. Lan |
| 2022 | OpenCQA: Open-ended Question Answering with Charts. Shankar Kantharaj, Xuan Long Do, Rixie Tiffany Ko Leong, Jia Qing Tan, Enamul Hoque, Shafiq R. Joty |
| 2022 | Opinion Summarization by Weak-Supervision from Mix-structured Data. Yizhu Liu, Qi Jia, Kenny Q. Zhu |
| 2022 | Overcoming Catastrophic Forgetting in Zero-Shot Cross-Lingual Generation. Tu Vu, Aditya Barua, Brian Lester, Daniel Cer, Mohit Iyyer, Noah Constant |
| 2022 | PACIFIC: Towards Proactive Conversational Question Answering over Tabular and Textual Data in Finance. Yang Deng, Wenqiang Lei, Wenxuan Zhang, Wai Lam, Tat-Seng Chua |
| 2022 | PAIR: Prompt-Aware margIn Ranking for Counselor Reflection Scoring in Motivational Interviewing. Do June Min, Verónica Pérez-Rosas, Kenneth Resnicow, Rada Mihalcea |
| 2022 | PAR: Political Actor Representation Learning with Social Context and Expert Knowledge. Shangbin Feng, Zhaoxuan Tan, Zilong Chen, Ningnan Wang, Peisheng Yu, Qinghua Zheng, Xiaojun Chang, Minnan Luo |
| 2022 | PASTA: Table-Operations Aware Fact Verification via Sentence-Table Cloze Pre-training. Zihui Gu, Ju Fan, Nan Tang, Preslav Nakov, Xiaoman Zhao, Xiaoyong Du |
| 2022 | PATS: Sensitivity-aware Noisy Learning for Pretrained Language Models. Yupeng Zhang, Hongzhi Zhang, Sirui Wang, Wei Wu, Zhoujun Li |
| 2022 | PCL: Peer-Contrastive Learning with Diverse Augmentations for Unsupervised Sentence Embeddings. Qiyu Wu, Chongyang Tao, Tao Shen, Can Xu, Xiubo Geng, Daxin Jiang |
| 2022 | PEVL: Position-enhanced Pre-training and Prompt Tuning for Vision-language Models. Yuan Yao, Qianyu Chen, Ao Zhang, Wei Ji, Zhiyuan Liu, Tat-Seng Chua, Maosong Sun |
| 2022 | PHEE: A Dataset for Pharmacovigilance Event Extraction from Text. Zhaoyue Sun, Jiazheng Li, Gabriele Pergola, Byron C. Wallace, Bino John, Nigel Greene, Joseph Kim, Yulan He |
| 2022 | PLM-based World Models for Text-based Games. Minsoo Kim, Yeonjoon Jung, Dohyeon Lee, Seung-won Hwang |
| 2022 | PLOG: Table-to-Logic Pretraining for Logical Table-to-Text Generation. Ao Liu, Haoyu Dong, Naoaki Okazaki, Shi Han, Dongmei Zhang |
| 2022 | POQue: Asking Participant-specific Outcome Questions for a Deeper Understanding of Complex Events. Sai Vallurupalli, Sayontan Ghosh, Katrin Erk, Niranjan Balasubramanian, Francis Ferraro |
| 2022 | PRINCE: Prefix-Masked Decoding for Knowledge Enhanced Sequence-to-Sequence Pre-Training. Song Xu, Haoran Li, Peng Yuan, Youzheng Wu, Xiaodong He |
| 2022 | PRO-CS : An Instance-Based Prompt Composition Technique for Code-Switched Tasks. Srijan Bansal, Suraj Tripathi, Sumit Agarwal, Teruko Mitamura, Eric Nyberg |
| 2022 | Pair-Based Joint Encoding with Relational Graph Convolutional Networks for Emotion-Cause Pair Extraction. Junlong Liu, Xichen Shang, Qianli Ma |
| 2022 | ParaTag: A Dataset of Paraphrase Tagging for Fine-Grained Labels, NLG Evaluation, and Data Augmentation. Shuohang Wang, Ruochen Xu, Yang Liu, Chenguang Zhu, Michael Zeng |
| 2022 | Parameter-Efficient Tuning Makes a Good Classification Head. Zhuoyi Yang, Ming Ding, Yanhui Guo, Qingsong Lv, Jie Tang |
| 2022 | Passage-Mask: A Learnable Regularization Strategy for Retriever-Reader Models. Shujian Zhang, Chengyue Gong, Xingchao Liu |
| 2022 | Perturbation Augmentation for Fairer NLP. Rebecca Qian, Candace Ross, Jude Fernandes, Eric Michael Smith, Douwe Kiela, Adina Williams |
| 2022 | Pneg: Prompt-based Negative Response Generation for Dialogue Response Selection Task. Nyoungwoo Lee, ChaeHun Park, Ho-Jin Choi, Jaegul Choo |
| 2022 | Polyglot Prompt: Multilingual Multitask Prompt Training. Jinlan Fu, See-Kiong Ng, Pengfei Liu |
| 2022 | Pre-training Language Models with Deterministic Factual Knowledge. Shaobo Li, Xiaoguang Li, Lifeng Shang, Chengjie Sun, Bingquan Liu, Zhenzhou Ji, Xin Jiang, Qun Liu |
| 2022 | Pre-training Transformer Models with Sentence-Level Objectives for Answer Sentence Selection. Luca Di Liello, Siddhant Garg, Luca Soldaini, Alessandro Moschitti |
| 2022 | PreQuEL: Quality Estimation of Machine Translation Outputs in Advance. Shachar Don-Yehiya, Leshem Choshen, Omri Abend |
| 2022 | Precisely the Point: Adversarial Augmentations for Faithful and Informative Text Generation. Wenhao Wu, Wei Li, Jiachen Liu, Xinyan Xiao, Sujian Li, Yajuan Lyu |
| 2022 | Predicting Fine-Tuning Performance with Probing. Zining Zhu, Soroosh Shahtalebi, Frank Rudzicz |
| 2022 | Predicting Prerequisite Relations for Unseen Concepts. Yaxin Zhu, Hamed Zamani |
| 2022 | Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, EMNLP 2022, Abu Dhabi, United Arab Emirates, December 7-11, 2022. Yoav Goldberg, Zornitsa Kozareva, Yue Zhang |
| 2022 | Prompt Conditioned VAE: Enhancing Generative Replay for Lifelong Learning in Task-Oriented Dialogue. Yingxiu Zhao, Yinhe Zheng, Zhiliang Tian, Chang Gao, Jian Sun, Nevin L. Zhang |
| 2022 | Prompt-Based Meta-Learning For Few-shot Text Classification. Haoxing Zhang, Xiaofeng Zhang, Haibo Huang, Lei Yu |
| 2022 | Prompt-and-Rerank: A Method for Zero-Shot and Few-Shot Arbitrary Textual Style Transfer with Small Language Models. Mirac Suzgun, Luke Melas-Kyriazi, Dan Jurafsky |
| 2022 | Prompt-based Distribution Alignment for Domain Generalization in Text Classification. Chen Jia, Yue Zhang |
| 2022 | PromptBERT: Improving BERT Sentence Embeddings with Prompts. Ting Jiang, Jian Jiao, Shaohan Huang, Zihan Zhang, Deqing Wang, Fuzhen Zhuang, Furu Wei, Haizhen Huang, Denvy Deng, Qi Zhang |
| 2022 | PromptEHR: Conditional Electronic Healthcare Records Generation with Prompt Learning. Zifeng Wang, Jimeng Sun |
| 2022 | Prompting ELECTRA: Few-Shot Learning with Discriminative Pre-Trained Models. Mengzhou Xia, Mikel Artetxe, Jingfei Du, Danqi Chen, Veselin Stoyanov |
| 2022 | Prompting for Multimodal Hateful Meme Classification. Rui Cao, Roy Ka-Wei Lee, Wen-Haw Chong, Jing Jiang |
| 2022 | ProofInfer: Generating Proof via Iterative Hierarchical Inference. Zichu Fei, Qi Zhang, Xin Zhou, Tao Gui, Xuanjing Huang |
| 2022 | ProsocialDialog: A Prosocial Backbone for Conversational Agents. Hyunwoo Kim, Youngjae Yu, Liwei Jiang, Ximing Lu, Daniel Khashabi, Gunhee Kim, Yejin Choi, Maarten Sap |
| 2022 | Pseudo-Relevance for Enhancing Document Representation. Jihyuk Kim, Seung-won Hwang, Seoho Song, Hyeseon Ko, Young-In Song |
| 2022 | Q-TOD: A Query-driven Task-oriented Dialogue System. Xin Tian, Yingzhan Lin, Mengfei Song, Siqi Bao, Fan Wang, Huang He, Shuqi Sun, Hua Wu |
| 2022 | QA Domain Adaptation using Hidden Space Augmentation and Self-Supervised Contrastive Adaptation. Zhenrui Yue, Huimin Zeng, Bernhard Kratzwald, Stefan Feuerriegel, Dong Wang |
| 2022 | QASem Parsing: Text-to-text Modeling of QA-based Semantics. Ayal Klein, Eran Hirsch, Ron Eliav, Valentina Pyatkin, Avi Caciularu, Ido Dagan |
| 2022 | QRelScore: Better Evaluating Generated Questions with Deeper Understanding of Context-aware Relevance. Xiaoqiang Wang, Bang Liu, Siliang Tang, Lingfei Wu |
| 2022 | Quality Scoring of Source Words in Neural Translation Models. Priyesh Jain, Sunita Sarawagi, Tushar Tomar |
| 2022 | Quantifying Privacy Risks of Masked Language Models Using Membership Inference Attacks. Fatemehsadat Mireshghallah, Kartik Goyal, Archit Uniyal, Taylor Berg-Kirkpatrick, Reza Shokri |
| 2022 | Query-based Instance Discrimination Network for Relational Triple Extraction. Zeqi Tan, Yongliang Shen, Xuming Hu, Wenqi Zhang, Xiaoxia Cheng, Weiming Lu, Yueting Zhuang |
| 2022 | Questioning the Validity of Summarization Datasets and Improving Their Factual Consistency. Yanzhu Guo, Chloé Clavel, Moussa Kamal Eddine, Michalis Vazirgiannis |
| 2022 | R-TeaFor: Regularized Teacher-Forcing for Abstractive Summarization. Guan-Yu Lin, Pu-Jen Cheng |
| 2022 | R2D2: Robust Data-to-Text with Replacement Detection. Linyong Nan, Lorenzo Jaime Yu Flores, Yilun Zhao, Yixin Liu, Luke Benson, Weijin Zou, Dragomir Radev |
| 2022 | R2F: A General Retrieval, Reading and Fusion Framework for Document-level Natural Language Inference. Hao Wang, Yixin Cao, Yangguang Li, Zhen Huang, Kun Wang, Jing Shao |
| 2022 | RACE: Retrieval-augmented Commit Message Generation. Ensheng Shi, Yanlin Wang, Wei Tao, Lun Du, Hongyu Zhang, Shi Han, Dongmei Zhang, Hongbin Sun |
| 2022 | RAPO: An Adaptive Ranking Paradigm for Bilingual Lexicon Induction. Zhoujin Tian, Chaozhuo Li, Shuo Ren, Zhiqiang Zuo, Zengxuan Wen, Xinyue Hu, Xiao Han, Haizhen Huang, Denvy Deng, Qi Zhang, Xing Xie |
| 2022 | RASAT: Integrating Relational Structures into Pretrained Seq2Seq Model for Text-to-SQL. Jiexing Qi, Jingyao Tang, Ziwei He, Xiangpeng Wan, Yu Cheng, Chenghu Zhou, Xinbing Wang, Quanshi Zhang, Zhouhan Lin |
| 2022 | RED-ACE: Robust Error Detection for ASR using Confidence Embeddings. Zorik Gekhman, Dina Zverinski, Jonathan Mallinson, Genady Beryozkin |
| 2022 | RLET: A Reinforcement Learning Based Approach for Explainable QA with Entailment Trees. Tengxiao Liu, Qipeng Guo, Xiangkun Hu, Yue Zhang, Xipeng Qiu, Zheng Zhang |
| 2022 | RLPrompt: Optimizing Discrete Text Prompts with Reinforcement Learning. Mingkai Deng, Jianyu Wang, Cheng-Ping Hsieh, Yihan Wang, Han Guo, Tianmin Shu, Meng Song, Eric P. Xing, Zhiting Hu |
| 2022 | ROSE: Robust Selective Fine-tuning for Pre-trained Language Models. Lan Jiang, Hao Zhou, Yankai Lin, Peng Li, Jie Zhou, Rui Jiang |
| 2022 | Rainier: Reinforced Knowledge Introspector for Commonsense Question Answering. Jiacheng Liu, Skyler Hallinan, Ximing Lu, Pengfei He, Sean Welleck, Hannaneh Hajishirzi, Yejin Choi |
| 2022 | RankGen: Improving Text Generation with Large Ranking Models. Kalpesh Krishna, Yapei Chang, John Wieting, Mohit Iyyer |
| 2022 | Re3: Generating Longer Stories With Recursive Reprompting and Revision. Kevin Yang, Yuandong Tian, Nanyun Peng, Dan Klein |
| 2022 | ReCo: Reliable Causal Chain Reasoning via Structural Causal Recurrent Neural Networks. Kai Xiong, Xiao Ding, Zhongyang Li, Li Du, Ting Liu, Bing Qin, Yi Zheng, Baoxing Huai |
| 2022 | ReSel: N-ary Relation Extraction from Scientific Text and Tables by Learning to Retrieve and Select. Yuchen Zhuang, Yinghao Li, Junyang Zhang, Yue Yu, Yingjun Mou, Xiang Chen, Le Song, Chao Zhang |
| 2022 | ReasTAP: Injecting Table Reasoning Skills During Pre-training via Synthetic Reasoning Examples. Yilun Zhao, Linyong Nan, Zhenting Qi, Rui Zhang, Dragomir Radev |
| 2022 | Reasoning Like Program Executors. Xinyu Pi, Qian Liu, Bei Chen, Morteza Ziyadi, Zeqi Lin, Qiang Fu, Yan Gao, Jian-Guang Lou, Weizhu Chen |
| 2022 | Recovering Gold from Black Sand: Multilingual Dense Passage Retrieval with Hard and False Negative Samples. Tianhao Shen, Mingtong Liu, Ming Zhou, Deyi Xiong |
| 2022 | Red Teaming Language Models with Language Models. Ethan Perez, Saffron Huang, H. Francis Song, Trevor Cai, Roman Ring, John Aslanides, Amelia Glaese, Nat McAleese, Geoffrey Irving |
| 2022 | Reduce Catastrophic Forgetting of Dense Retrieval Training with Teleportation Negatives. Si Sun, Chenyan Xiong, Yue Yu, Arnold Overwijk, Zhiyuan Liu, Jie Bao |
| 2022 | Referee: Reference-Free Sentence Summarization with Sharper Controllability through Symbolic Knowledge Distillation. Melanie Sclar, Peter West, Sachin Kumar, Yulia Tsvetkov, Yejin Choi |
| 2022 | Reflect, Not Reflex: Inference-Based Common Ground Improves Dialogue Response Quality. Pei Zhou, Hyundong Cho, Pegah Jandaghi, Dong-Ho Lee, Bill Yuchen Lin, Jay Pujara, Xiang Ren |
| 2022 | RelCLIP: Adapting Language-Image Pretraining for Visual Relationship Detection via Relational Contrastive Learning. Yi Zhu, Zhaoqing Zhu, Bingqian Lin, Xiaodan Liang, Feng Zhao, Jianzhuang Liu |
| 2022 | RelU-Net: Syntax-aware Graph U-Net for Relational Triple Extraction. Yunqi Zhang, Yubo Chen, Yongfeng Huang |
| 2022 | Reorder and then Parse, Fast and Accurate Discontinuous Constituency Parsing. Kailai Sun, Zuchao Li, Hai Zhao |
| 2022 | Reproducibility Issues for BERT-based Evaluation Metrics. Yanran Chen, Jonas Belouadi, Steffen Eger |
| 2022 | Reproducibility in Computational Linguistics: Is Source Code Enough? Mohammad Arvan, Luís Pina, Natalie Parde |
| 2022 | Rescue Implicit and Long-tail Cases: Nearest Neighbor Relation Extraction. Zhen Wan, Qianying Liu, Zhuoyuan Mao, Fei Cheng, Sadao Kurohashi, Jiwei Li |
| 2022 | Rethinking Multi-Modal Alignment in Multi-Choice VideoQA from Feature and Sample Perspectives. Shaoning Xiao, Long Chen, Kaifeng Gao, Zhao Wang, Yi Yang, Zhimeng Zhang, Jun Xiao |
| 2022 | Rethinking Positional Encoding in Tree Transformer for Code Representation. Han Peng, Ge Li, Yunfei Zhao, Zhi Jin |
| 2022 | Rethinking Style Transformer with Energy-based Interpretation: Adversarial Unsupervised Style Transfer using a Pretrained Model. Hojun Cho, Dohee Kim, Seungwoo Ryu, ChaeHun Park, Hyungjong Noh, Jeong-In Hwang, Minseok Choi, Edward Choi, Jaegul Choo |
| 2022 | Rethinking Task-Specific Knowledge Distillation: Contextualized Corpus as Better Textbook. Chang Liu, Chongyang Tao, Jianxin Liang, Tao Shen, Jiazhan Feng, Quzhe Huang, Dongyan Zhao |
| 2022 | Rethinking the Authorship Verification Experimental Setups. Florin Brad, Andrei Manolache, Elena Burceanu, Antonio Barbalau, Radu Tudor Ionescu, Marius Popescu |
| 2022 | Rethinking the Role of Demonstrations: What Makes In-Context Learning Work? Sewon Min, Xinxi Lyu, Ari Holtzman, Mikel Artetxe, Mike Lewis, Hannaneh Hajishirzi, Luke Zettlemoyer |
| 2022 | Retrieval Augmentation for Commonsense Reasoning: A Unified Approach. Wenhao Yu, Chenguang Zhu, Zhihan Zhang, Shuohang Wang, Zhuosheng Zhang, Yuwei Fang, Meng Jiang |
| 2022 | Retrieval Augmented Visual Question Answering with Outside Knowledge. Weizhe Lin, Bill Byrne |
| 2022 | Retrieval as Attention: End-to-end Learning of Retrieval and Reading within a Single Transformer. Zhengbao Jiang, Luyu Gao, Zhiruo Wang, Jun Araki, Haibo Ding, Jamie Callan, Graham Neubig |
| 2022 | Retrieval-Augmented Generative Question Answering for Event Argument Extraction. Xinya Du, Heng Ji |
| 2022 | RetroMAE: Pre-Training Retrieval-oriented Language Models Via Masked Auto-Encoder. Shitao Xiao, Zheng Liu, Yingxia Shao, Zhao Cao |
| 2022 | Retrofitting Multilingual Sentence Embeddings with Abstract Meaning Representation. Deng Cai, Xin Li, Jackie Chun-Sing Ho, Lidong Bing, Wai Lam |
| 2022 | Revisiting DocRED - Addressing the False Negative Problem in Relation Extraction. Qingyu Tan, Lu Xu, Lidong Bing, Hwee Tou Ng, Sharifah Mahani Aljunied |
| 2022 | Revisiting Grammatical Error Correction Evaluation and Beyond. Peiyuan Gong, Xuebo Liu, Heyan Huang, Min Zhang |
| 2022 | Revisiting Parameter-Efficient Tuning: Are We Really There Yet? Guanzheng Chen, Fangyu Liu, Zaiqiao Meng, Shangsong Liang |
| 2022 | Revisiting Pre-trained Language Models and their Evaluation for Arabic Natural Language Processing. Abbas Ghaddar, Yimeng Wu, Sunyam Bagga, Ahmad Rashid, Khalil Bibi, Mehdi Rezagholizadeh, Chao Xing, Yasheng Wang, Xinyu Duan, Zhefeng Wang, Baoxing Huai, Xin Jiang, Qun Liu, Philippe Langlais |
| 2022 | Rich Knowledge Sources Bring Complex Knowledge Conflicts: Recalibrating Models to Reflect Conflicting Evidence. Hung-Ting Chen, Michael J. Q. Zhang, Eunsol Choi |
| 2022 | Robots-Dont-Cry: Understanding Falsely Anthropomorphic Utterances in Dialog Systems. David Gros, Yu Li, Zhou Yu |
| 2022 | RobustLR: A Diagnostic Benchmark for Evaluating Logical Robustness of Deductive Reasoners. Soumya Sanyal, Zeyi Liao, Xiang Ren |
| 2022 | Robustifying Sentiment Classification by Maximally Exploiting Few Counterfactuals. Maarten De Raedt, Fréderic Godin, Chris Develder, Thomas Demeester |
| 2022 | Robustness of Demonstration-based Learning Under Limited Data Scenario. Hongxin Zhang, Yanzhe Zhang, Ruiyi Zhang, Diyi Yang |
| 2022 | Robustness of Fusion-based Multimodal Classifiers to Cross-Modal Content Dilutions. Gaurav Verma, Vishwa Vinay, Ryan A. Rossi, Srijan Kumar |
| 2022 | RuCoLA: Russian Corpus of Linguistic Acceptability. Vladislav Mikhailov, Tatiana Shamardina, Max Ryabinin, Alena Pestova, Ivan Smurov, Ekaterina Artemova |
| 2022 | SCROLLS: Standardized CompaRison Over Long Language Sequences. Uri Shaham, Elad Segal, Maor Ivgi, Avia Efrat, Ori Yoran, Adi Haviv, Ankit Gupta, Wenhan Xiong, Mor Geva, Jonathan Berant, Omer Levy |
| 2022 | SEEN: Structured Event Enhancement Network for Explainable Need Detection of Information Recall Assistance. You-En Lin, An-Zi Yen, Hen-Hsen Huang, Hsin-Hsi Chen |
| 2022 | SEM-F1: an Automatic Way for Semantic Evaluation of Multi-Narrative Overlap Summaries at Scale. Naman Bansal, Mousumi Akter, Shubhra Kanti Karmaker Santu |
| 2022 | SEMGraph: Incorporating Sentiment Knowledge and Eye Movement into Graph Model for Sentiment Analysis. Bingbing Wang, Bin Liang, Jiachen Du, Min Yang, Ruifeng Xu |
| 2022 | SHARE: a System for Hierarchical Assistive Recipe Editing. Shuyang Li, Yufei Li, Jianmo Ni, Julian J. McAuley |
| 2022 | SLICER: Sliced Fine-Tuning for Low-Resource Cross-Lingual Transfer for Named Entity Recognition. Fabian David Schmidt, Ivan Vulic, Goran Glavas |
| 2022 | SLING: Sino Linguistic Evaluation of Large Language Models. Yixiao Song, Kalpesh Krishna, Rajesh Bhatt, Mohit Iyyer |
| 2022 | SMaLL-100: Introducing Shallow Multilingual Machine Translation Model for Low-Resource Languages. Alireza Mohammadshahi, Vassilina Nikoulina, Alexandre Berard, Caroline Brun, James Henderson, Laurent Besacier |
| 2022 | SNaC: Coherence Error Detection for Narrative Summarization. Tanya Goyal, Junyi Jessy Li, Greg Durrett |
| 2022 | SPE: Symmetrical Prompt Enhancement for Fact Probing. Yiyuan Li, Tong Che, Yezhen Wang, Zhengbao Jiang, Caiming Xiong, Snigdha Chaturvedi |
| 2022 | SQUIRE: A Sequence-to-sequence Framework for Multi-hop Knowledge Graph Reasoning. Yushi Bai, Xin Lv, Juanzi Li, Lei Hou, Yincen Qu, Zelin Dai, Feiyu Xiong |
| 2022 | SQuALITY: Building a Long-Document Summarization Dataset the Hard Way. Alex Wang, Richard Yuanzhe Pang, Angelica Chen, Jason Phang, Samuel R. Bowman |
| 2022 | STGN: an Implicit Regularization Method for Learning with Noisy Labels in Natural Language Processing. Tingting Wu, Xiao Ding, Minji Tang, Hao Zhang, Bing Qin, Ting Liu |
| 2022 | STRUDEL: Structured Dialogue Summarization for Dialogue Comprehension. Borui Wang, Chengcheng Feng, Arjun Nair, Madelyn Mao, Jai Desai, Asli Celikyilmaz, Haoran Li, Yashar Mehdad, Dragomir Radev |
| 2022 | SafeText: A Benchmark for Exploring Physical Safety in Language Models. Sharon Levy, Emily Allaway, Melanie Subbiah, Lydia B. Chilton, Desmond Patton, Kathleen R. McKeown, William Yang Wang |
| 2022 | Salience Allocation as Guidance for Abstractive Summarization. Fei Wang, Kaiqiang Song, Hongming Zhang, Lifeng Jin, Sangwoo Cho, Wenlin Yao, Xiaoyang Wang, Muhao Chen, Dong Yu |
| 2022 | Sampling-Based Approximations to Minimum Bayes Risk Decoding for Neural Machine Translation. Bryan Eikema, Wilker Aziz |
| 2022 | Saving Dense Retriever from Shortcut Dependency in Conversational Search. Sungdong Kim, Gangwoo Kim |
| 2022 | ScienceWorld: Is your Agent Smarter than a 5th Grader? Ruoyao Wang, Peter A. Jansen, Marc-Alexandre Côté, Prithviraj Ammanabrolu |
| 2022 | Scientific Paper Extractive Summarization Enhanced by Citation Graphs. Xiuying Chen, Mingzhe Li, Shen Gao, Rui Yan, Xin Gao, Xiangliang Zhang |
| 2022 | Segmenting Numerical Substitution Ciphers. Nada Aldarrab, Jonathan May |
| 2022 | Self-supervised Graph Masking Pre-training for Graph-to-Text Generation. Jiuzhou Han, Ehsan Shareghi |
| 2022 | Semantic Framework based Query Generation for Temporal Question Answering over Knowledge Graphs. Wentao Ding, Hao Chen, Huayu Li, Yuzhong Qu |
| 2022 | Semantic Novelty Detection and Characterization in Factual Text Involving Named Entities. Nianzu Ma, Sahisnu Mazumder, Alexander Politowicz, Bing Liu, Eric Robertson, Scott Grigsby |
| 2022 | Semantic Simplification for Sentiment Classification. Xiaotong Jiang, Zhongqing Wang, Guodong Zhou |
| 2022 | Semantic-aware Contrastive Learning for More Accurate Semantic Parsing. Shan Wu, Chunlei Xin, Bo Chen, Xianpei Han, Le Sun |
| 2022 | SentBS: Sentence-level Beam Search for Controllable Summarization. Chenhui Shen, Liying Cheng, Lidong Bing, Yang You, Luo Si |
| 2022 | Sentence Representation Learning with Generative Objective rather than Contrastive Objective. Bohong Wu, Hai Zhao |
| 2022 | Sentence-Incremental Neural Coreference Resolution. Matt Grenander, Shay B. Cohen, Mark Steedman |
| 2022 | Sentence-level Media Bias Analysis Informed by Discourse Structures. Yuanyuan Lei, Ruihong Huang, Lu Wang, Nick Beauchamp |
| 2022 | Sentiment-Aware Word and Sentence Level Pre-training for Sentiment Analysis. Shuai Fan, Chen Lin, Haonan Li, Zhenghao Lin, Jinsong Su, Hang Zhang, Yeyun Gong, Jian Guo, Nan Duan |
| 2022 | Sequence Models for Document Structure Identification in an Undeciphered Script. Logan Born, M. Willis Monroe, Kathryn Kelley, Anoop Sarkar |
| 2022 | SetGNER: General Named Entity Recognition as Entity Set Generation. Yuxin He, Buzhou Tang |
| 2022 | Should We Ban English NLP for a Year? Anders Søgaard |
| 2022 | SimQA: Detecting Simultaneous MT Errors through Word-by-Word Question Answering. HyoJung Han, Marine Carpuat, Jordan L. Boyd-Graber |
| 2022 | Simple Questions Generate Named Entity Recognition Datasets. Hyunjae Kim, Jaehyo Yoo, Seunghyun Yoon, Jinhyuk Lee, Jaewoo Kang |
| 2022 | Simplified Graph Learning for Inductive Short Text Classification. Kaixin Zheng, Yaqing Wang, Quanming Yao, Dejing Dou |
| 2022 | SocioProbe: What, When, and Where Language Models Learn about Sociodemographics. Anne Lauscher, Federico Bianchi, Samuel R. Bowman, Dirk Hovy |
| 2022 | SpanProto: A Two-stage Span-based Prototypical Network for Few-shot Named Entity Recognition. Jianing Wang, Chengyu Wang, Chuanqi Tan, Minghui Qiu, Songfang Huang, Jun Huang, Ming Gao |
| 2022 | Sparse Teachers Can Be Dense with Knowledge. Yi Yang, Chen Zhang, Dawei Song |
| 2022 | Speaker Overlap-aware Neural Diarization for Multi-party Meeting Analysis. Zhihao Du, Shiliang Zhang, Siqi Zheng, Zhi-Jie Yan |
| 2022 | Specializing Multi-domain NMT via Penalizing Low Mutual Information. Jiyoung Lee, Hantae Kim, Hyunchang Cho, Edward Choi, Cheonbok Park |
| 2022 | Spectral Probing. Max Müller-Eberstein, Rob van der Goot, Barbara Plank |
| 2022 | SpeechUT: Bridging Speech and Text with Hidden-Unit for Encoder-Decoder Based Speech-Text Pre-training. Ziqiang Zhang, Long Zhou, Junyi Ao, Shujie Liu, Lirong Dai, Jinyu Li, Furu Wei |
| 2022 | Stanceosaurus: Classifying Stance Towards Multicultural Misinformation. Jonathan Zheng, Ashutosh Baheti, Tarek Naous, Wei Xu, Alan Ritter |
| 2022 | Stop Measuring Calibration When Humans Disagree. Joris Baan, Wilker Aziz, Barbara Plank, Raquel Fernández |
| 2022 | StoryER: Automatic Story Evaluation via Ranking, Rating and Reasoning. Hong Chen, Duc Minh Vo, Hiroya Takamura, Yusuke Miyao, Hideki Nakayama |
| 2022 | Structural Constraints and Natural Language Inference for End-to-End Flowchart Grounded Dialog Response Generation. Dinesh Raghu, Suraj Joshi, Sachindra Joshi, Mausam |
| 2022 | Structural generalization is hard for sequence-to-sequence models. Yuekun Yao, Alexander Koller |
| 2022 | Structure-Unified M-Tree Coding Solver for Math Word Problem. Bin Wang, Jiangzhou Ju, Yang Fan, Xinyu Dai, Shujian Huang, Jiajun Chen |
| 2022 | Style Transfer as Data Augmentation: A Case Study on Named Entity Recognition. Shuguang Chen, Leonardo Neves, Thamar Solorio |
| 2022 | SubeventWriter: Iterative Sub-event Sequence Generation with Coherence Controller. Zhaowei Wang, Hongming Zhang, Tianqing Fang, Yangqiu Song, Ginny Y. Wong, Simon See |
| 2022 | Subword Evenness (SuE) as a Predictor of Cross-lingual Transfer to Low-resource Languages. Olga Pelloni, Anastassia Shaitarova, Tanja Samardzic |
| 2022 | Successive Prompting for Decomposing Complex Questions. Dheeru Dua, Shivanshu Gupta, Sameer Singh, Matt Gardner |
| 2022 | Summarizing Community-based Question-Answer Pairs. Ting-Yao Hsu, Yoshi Suhara, Xiaolan Wang |
| 2022 | Super-NaturalInstructions: Generalization via Declarative Instructions on 1600+ NLP Tasks. Yizhong Wang, Swaroop Mishra, Pegah Alipoormolabashi, Yeganeh Kordi, Amirreza Mirzaei, Atharva Naik, Arjun Ashok, Arut Selvan Dhanasekaran, Anjana Arunkumar, David Stap, Eshaan Pathak, Giannis Karamanolakis, Haizhi Gary Lai, Ishan Purohit, Ishani Mondal, Jacob Anderson, Kirby Kuznia, Krima Doshi, Kuntal Kumar Pal, Maitreya Patel, Mehrad Moradshahi, Mihir Parmar, Mirali Purohit, Neeraj Varshney, Phani Rohitha Kaza, Pulkit Verma, Ravsehaj Singh Puri, Rushang Karia, Savan Doshi, Shailaja Keyur Sampat, Siddhartha Mishra, Sujan Reddy A, Sumanta Patro, Tanay Dixit, Xudong Shen |
| 2022 | Supervised Prototypical Contrastive Learning for Emotion Recognition in Conversation. Xiaohui Song, Longtao Huang, Hui Xue, Songlin Hu |
| 2022 | Symptom Identification for Interpretable Detection of Multiple Mental Disorders on Social Media. Zhiling Zhang, Siyuan Chen, Mengyue Wu, Kenny Q. Zhu |
| 2022 | SynGEC: Syntax-Enhanced Grammatical Error Correction with a Tailored GEC-Oriented Parser. Yue Zhang, Bo Zhang, Zhenghua Li, Zuyi Bao, Chen Li, Min Zhang |
| 2022 | Synergy with Translation Artifacts for Training and Inference in Multilingual Tasks. Jaehoon Oh, Jongwoo Ko, Se-Young Yun |
| 2022 | Syntactic Multi-view Learning for Open Information Extraction. Kuicai Dong, Aixin Sun, Jung-Jae Kim, Xiaoli Li |
| 2022 | Syntactically Rich Discriminative Training: An Effective Method for Open Information Extraction. Frank Mtumbuka, Thomas Lukasiewicz |
| 2022 | T-Modules: Translation Modules for Zero-Shot Cross-Modal Machine Translation. Paul-Ambroise Duquenne, Hongyu Gong, Benoît Sagot, Holger Schwenk |
| 2022 | T-STAR: Truthful Style Transfer using AMR Graph as Intermediate Representation. Anubhav Jangra, Preksha Nema, Aravindan Raghuveer |
| 2022 | TABS: Efficient Textual Adversarial Attack for Pre-trained NL Code Model Using Semantic Beam Search. YunSeok Choi, Hyojun Kim, Jee-Hyong Lee |
| 2022 | TASA: Deceiving Question Answering Models by Twin Answer Sentences Attack. Yu Cao, Dianqi Li, Meng Fang, Tianyi Zhou, Jun Gao, Yibing Zhan, Dacheng Tao |
| 2022 | TIARA: Multi-grained Retrieval for Robust Question Answering over Large Knowledge Base. Yiheng Shu, Zhiwei Yu, Yuhan Li, Börje F. Karlsson, Tingting Ma, Yuzhong Qu, Chin-Yew Lin |
| 2022 | TRIPS: Efficient Vision-and-Language Pre-training with Text-Relevant Image Patch Selection. Chaoya Jiang, Haiyang Xu, Chenliang Li, Ming Yan, Wei Ye, Shikun Zhang, Bin Bi, Songfang Huang |
| 2022 | TaCube: Pre-computing Data Cubes for Answering Numerical-Reasoning Questions over Tabular Data. Fan Zhou, Mengkang Hu, Haoyu Dong, Zhoujun Cheng, Fan Cheng, Shi Han, Dongmei Zhang |
| 2022 | Teaching Broad Reasoning Skills for Multi-Step QA by Generating Hard Contexts. Harsh Trivedi, Niranjan Balasubramanian, Tushar Khot, Ashish Sabharwal |
| 2022 | TeleMelody: Lyric-to-Melody Generation with a Template-Based Two-Stage Method. Zeqian Ju, Peiling Lu, Xu Tan, Rui Wang, Chen Zhang, Songruoyao Wu, Kejun Zhang, Xiang-Yang Li, Tao Qin, Tie-Yan Liu |
| 2022 | TemporalWiki: A Lifelong Benchmark for Training and Evaluating Ever-Evolving Language Models. Joel Jang, Seonghyeon Ye, Changho Lee, Sohee Yang, Joongbo Shin, Janghoon Han, Gyeonghun Kim, Minjoon Seo |
| 2022 | Text Style Transferring via Adversarial Masking and Styled Filling. Jiarui Wang, Richong Zhang, Junfan Chen, Jaein Kim, Yongyi Mao |
| 2022 | TextFusion: Privacy-Preserving Pre-trained Model Inference via Token Fusion. Xin Zhou, Jinzhu Lu, Tao Gui, Ruotian Ma, Zichu Fei, Yuran Wang, Yong Ding, Yibo Cheung, Qi Zhang, Xuanjing Huang |
| 2022 | Textless Speech Emotion Conversion using Discrete & Decomposed Representations. Felix Kreuk, Adam Polyak, Jade Copet, Eugene Kharitonov, Tu Anh Nguyen, Morgane Rivière, Wei-Ning Hsu, Abdelrahman Mohamed, Emmanuel Dupoux, Yossi Adi |
| 2022 | Textual Backdoor Attacks Can Be More Harmful via Two Simple Tricks. Yangyi Chen, Fanchao Qi, Hongcheng Gao, Zhiyuan Liu, Maosong Sun |
| 2022 | Textual Manifold-based Defense Against Natural Language Adversarial Examples. Dang Nguyen Minh, Anh Tuan Luu |
| 2022 | That's the Wrong Lung! Evaluating and Improving the Interpretability of Unsupervised Multimodal Encoders for Medical Data. Denis Jered McInerney, Geoffrey S. Young, Jan-Willem van de Meent, Byron C. Wallace |
| 2022 | The "Problem" of Human Label Variation: On Ground Truth in Data, Modeling and Evaluation. Barbara Plank |
| 2022 | The (Undesired) Attenuation of Human Biases by Multilinguality. Cristina España-Bonet, Alberto Barrón-Cedeño |
| 2022 | The Aligned Multimodal Movie Treebank: An audio, video, dependency-parse treebank. Adam Uri Yaari, Jan DeWitt, Henry Hu, Bennett Stankovits, Sue Felshin, Yevgeni Berzak, Helena Aparicio, Boris Katz, Ignacio Cases, Andrei Barbu |
| 2022 | The Authenticity Gap in Human Evaluation. Kawin Ethayarajh, Dan Jurafsky |
| 2022 | The Curious Case of Control. Elias Stengel-Eskin, Benjamin Van Durme |
| 2022 | The Devil in Linear Transformer. Zhen Qin, Xiaodong Han, Weixuan Sun, Dongxu Li, Lingpeng Kong, Nick Barnes, Yiran Zhong |
| 2022 | The Geometry of Multilingual Language Model Representations. Tyler A. Chang, Zhuowen Tu, Benjamin K. Bergen |
| 2022 | The Importance of Being Parameters: An Intra-Distillation Method for Serious Gains. Haoran Xu, Philipp Koehn, Kenton Murray |
| 2022 | The Optimal BERT Surgeon: Scalable and Accurate Second-Order Pruning for Large Language Models. Eldar Kurtic, Daniel Campos, Tuan Nguyen, Elias Frantar, Mark Kurtz, Benjamin Fineran, Michael Goin, Dan Alistarh |
| 2022 | The better your Syntax, the better your Semantics? Probing Pretrained Language Models for the English Comparative Correlative. Leonie Weissweiler, Valentin Hofmann, Abdullatif Köksal, Hinrich Schütze |
| 2022 | There Is No Standard Answer: Knowledge-Grounded Dialogue Generation with Adversarial Activated Multi-Reference Learning. Xueliang Zhao, Tingchen Fu, Chongyang Tao, Rui Yan |
| 2022 | Three Real-World Datasets and Neural Computational Models for Classification Tasks in Patent Landscaping. Subhash Chandra Pujari, Jannik Strötgen, Mark Giereth, Michael Gertz, Annemarie Friedrich |
| 2022 | Tiny-Attention Adapter: Contexts Are More Important Than the Number of Parameters. Hongyu Zhao, Hao Tan, Hongyuan Mei |
| 2022 | Tiny-NewsRec: Effective and Efficient PLM-based News Recommendation. Yang Yu, Fangzhao Wu, Chuhan Wu, Jingwei Yi, Qi Liu |
| 2022 | Title2Event: Benchmarking Open Event Extraction with a Large-scale Chinese Title Dataset. Haolin Deng, Yanan Zhang, Yangfan Zhang, Wangyang Ying, Changlong Yu, Jun Gao, Wei Wang, Xiaoling Bai, Nan Yang, Jin Ma, Xiang Chen, Tianhua Zhou |
| 2022 | ToKen: Task Decomposition and Knowledge Infusion for Few-Shot Hate Speech Detection. Badr AlKhamissi, Faisal Ladhak, Srini Iyer, Veselin Stoyanov, Zornitsa Kozareva, Xian Li, Pascale Fung, Lambert Mathias, Asli Celikyilmaz, Mona T. Diab |
| 2022 | Tomayto, Tomahto. Beyond Token-level Answer Equivalence for Question Answering Evaluation. Jannis Bulian, Christian Buck, Wojciech Gajewski, Benjamin Börschinger, Tal Schuster |
| 2022 | Topic Modeling With Topological Data Analysis. Ciarán Byrne, Danijela Horak, Karo Moilanen, Amandla Mabona |
| 2022 | Topic-Regularized Authorship Representation Learning. Jitkapat Sawatphol, Nonthakit Chaiwong, Can Udomcharoenchaikit, Sarana Nutanong |
| 2022 | Topical Segmentation of Spoken Narratives: A Test Case on Holocaust Survivor Testimonies. Eitan Wagner, Renana Keydar, Amit Pinchevski, Omri Abend |
| 2022 | Toward Unifying Text Segmentation and Long Document Summarization. Sangwoo Cho, Kaiqiang Song, Xiaoyang Wang, Fei Liu, Dong Yu |
| 2022 | Toward the Limitation of Code-Switching in Cross-Lingual Transfer. Yukun Feng, Feng Li, Philipp Koehn |
| 2022 | Towards Better Document-level Relation Extraction via Iterative Inference. Liang Zhang, Jinsong Su, Yidong Chen, Zhongjian Miao, Zijun Min, Qingguo Hu, Xiaodong Shi |
| 2022 | Towards Climate Awareness in NLP Research. Daniel Hershcovich, Nicolas Webersinke, Mathias Kraus, Julia Anna Bingler, Markus Leippold |
| 2022 | Towards Compositional Generalization in Code Search. Hojae Han, Seung-won Hwang, Shuai Lu, Nan Duan, Seungtaek Choi |
| 2022 | Towards Efficient Dialogue Pre-training with Transferable and Interpretable Latent Structure. Xueliang Zhao, Lemao Liu, Tingchen Fu, Shuming Shi, Dongyan Zhao, Rui Yan |
| 2022 | Towards Inter-character Relationship-driven Story Generation. Anvesh Rao Vijjini, Faeze Brahman, Snigdha Chaturvedi |
| 2022 | Towards Interactivity and Interpretability: A Rationale-based Legal Judgment Prediction Framework. Yiquan Wu, Yifei Liu, Weiming Lu, Yating Zhang, Jun Feng, Changlong Sun, Fei Wu, Kun Kuang |
| 2022 | Towards Knowledge-Intensive Text-to-SQL Semantic Parsing with Formulaic Knowledge. Longxu Dou, Yan Gao, Xuqi Liu, Mingyang Pan, Dingzirui Wang, Wanxiang Che, Dechen Zhan, Min-Yen Kan, Jian-Guang Lou |
| 2022 | Towards Multi-Modal Sarcasm Detection via Hierarchical Congruity Modeling with Knowledge Enhancement. Hui Liu, Wenya Wang, Haoliang Li |
| 2022 | Towards Opening the Black Box of Neural Machine Translation: Source and Target Interpretations of the Transformer. Javier Ferrando, Gerard I. Gállego, Belen Alastruey, Carlos Escolano, Marta R. Costa-jussà |
| 2022 | Towards Pragmatic Production Strategies for Natural Language Generation Tasks. Mario Giulianelli |
| 2022 | Towards Reinterpreting Neural Topic Models via Composite Activations. Jia Peng Lim, Hady W. Lauw |
| 2022 | Towards Robust Numerical Question Answering: Diagnosing Numerical Capabilities of NLP Systems. Jialiang Xu, Mengyu Zhou, Xinyi He, Shi Han, Dongmei Zhang |
| 2022 | Towards Robust k-Nearest-Neighbor Machine Translation. Hui Jiang, Ziyao Lu, Fandong Meng, Chulun Zhou, Jie Zhou, Degen Huang, Jinsong Su |
| 2022 | Towards Summary Candidates Fusion. Mathieu Ravaut, Shafiq R. Joty, Nancy F. Chen |
| 2022 | Towards Table-to-Text Generation with Pretrained Language Model: A Table Structure Understanding and Text Deliberating Approach. Miao Chen, Xinjiang Lu, Tong Xu, Yanyan Li, Jingbo Zhou, Dejing Dou, Hui Xiong |
| 2022 | Towards Teachable Reasoning Systems: Using a Dynamic Memory of User Feedback for Continual System Improvement. Bhavana Dalvi Mishra, Oyvind Tafjord, Peter Clark |
| 2022 | Towards Unifying Reference Expression Generation and Comprehension. Duo Zheng, Tao Kong, Ya Jing, Jiaan Wang, Xiaojie Wang |
| 2022 | Towards a Unified Multi-Dimensional Evaluator for Text Generation. Ming Zhong, Yang Liu, Da Yin, Yuning Mao, Yizhu Jiao, Pengfei Liu, Chenguang Zhu, Heng Ji, Jiawei Han |
| 2022 | Towards relation extraction from speech. Tongtong Wu, Guitao Wang, Jinming Zhao, Zhaoran Liu, Guilin Qi, Yuan-Fang Li, Gholamreza Haffari |
| 2022 | Tracing Semantic Variation in Slang. Zhewei Sun, Yang Xu |
| 2022 | Training Dynamics for Curriculum Learning: A Study on Monolingual and Cross-lingual NLU. Fenia Christopoulou, Gerasimos Lampouras, Ignacio Iacobacci |
| 2022 | Training Language Models with Memory Augmentation. Zexuan Zhong, Tao Lei, Danqi Chen |
| 2022 | TranSHER: Translating Knowledge Graph Embedding with Hyper-Ellipsoidal Restriction. Yizhi Li, Wei Fan, Chao Liu, Chenghua Lin, Jiang Qian |
| 2022 | Transfer Learning from Semantic Role Labeling to Event Argument Extraction with Template-based Slot Querying. Zhisong Zhang, Emma Strubell, Eduard H. Hovy |
| 2022 | Transfer Learning with Synthetic Corpora for Spatial Role Labeling and Reasoning. Roshanak Mirzaee, Parisa Kordjamshidi |
| 2022 | Transformer Feed-Forward Layers Build Predictions by Promoting Concepts in the Vocabulary Space. Mor Geva, Avi Caciularu, Kevin Ro Wang, Yoav Goldberg |
| 2022 | Transformer-based Entity Typing in Knowledge Graphs. Zhiwei Hu, Víctor Gutiérrez-Basulto, Zhiliang Xiang, Ru Li, Jeff Z. Pan |
| 2022 | Transforming Sequence Tagging Into A Seq2Seq Task. Karthik Raman, Iftekhar Naim, Jiecao Chen, Kazuma Hashimoto, Kiran Yalasangi, Krishna Srinivasan |
| 2022 | Translation between Molecules and Natural Language. Carl Edwards, Tuan Manh Lai, Kevin Ros, Garrett Honke, Kyunghyun Cho, Heng Ji |
| 2022 | Tutoring Helps Students Learn Better: Improving Knowledge Distillation for BERT with Tutor Network. Junho Kim, Jun-Hyung Park, Mingyu Lee, Wing-Lam Mok, Joon-Young Choi, SangKeun Lee |
| 2022 | Twist Decoding: Diverse Generators Guide Each Other. Jungo Kasai, Keisuke Sakaguchi, Ronan Le Bras, Hao Peng, Ximing Lu, Dragomir Radev, Yejin Choi, Noah A. Smith |
| 2022 | Two is Better than Many? Binary Classification as an Effective Approach to Multi-Choice Question Answering. Deepanway Ghosal, Navonil Majumder, Rada Mihalcea, Soujanya Poria |
| 2022 | ULN: Towards Underspecified Vision-and-Language Navigation. Weixi Feng, Tsu-Jui Fu, Yujie Lu, William Yang Wang |
| 2022 | Unbiased and Efficient Sampling of Dependency Trees. Milos Stanojevic |
| 2022 | Understanding Jargon: Combining Extraction and Generation for Definition Modeling. Jie Huang, Hanyin Shao, Kevin Chen-Chuan Chang, Jinjun Xiong, Wen-Mei Hwu |
| 2022 | Understanding ME? Multimodal Evaluation for Fine-grained Visual Commonsense. Zhecan Wang, Haoxuan You, Yicheng He, Wenhao Li, Kai-Wei Chang, Shih-Fu Chang |
| 2022 | Understanding and Improving Knowledge Distillation for Quantization Aware Training of Large Transformer Encoders. Minsoo Kim, Sihwa Lee, Sukjin Hong, Du-Seong Chang, Jungwook Choi |
| 2022 | Uni-Parser: Unified Semantic Parser for Question Answering on Knowledge Base and Database. Ye Liu, Semih Yavuz, Rui Meng, Dragomir Radev, Caiming Xiong, Yingbo Zhou |
| 2022 | UniGeo: Unifying Geometry Logical Reasoning via Reformulating Mathematical Expression. Jiaqi Chen, Tong Li, Jinghui Qin, Pan Lu, Liang Lin, Chongyu Chen, Xiaodan Liang |
| 2022 | UniMSE: Towards Unified Multimodal Sentiment Analysis and Emotion Recognition. Guimin Hu, Ting-En Lin, Yi Zhao, Guangming Lu, Yuchuan Wu, Yongbin Li |
| 2022 | UniNL: Aligning Representation Learning with Scoring Function for OOD Detection via Unified Neighborhood Learning. Yutao Mou, Pei Wang, Keqing He, Yanan Wu, Jingang Wang, Wei Wu, Weiran Xu |
| 2022 | UniRPG: Unified Discrete Reasoning over Table and Text as Program Generation. Yongwei Zhou, Junwei Bao, Chaoqun Duan, Youzheng Wu, Xiaodong He, Tiejun Zhao |
| 2022 | UniRel: Unified Representation and Interaction for Joint Relational Triple Extraction. Wei Tang, Benfeng Xu, Yuyue Zhao, Zhendong Mao, Yifeng Liu, Yong Liao, Haiyong Xie |
| 2022 | UnifiedSKG: Unifying and Multi-Tasking Structured Knowledge Grounding with Text-to-Text Language Models. Tianbao Xie, Chen Henry Wu, Peng Shi, Ruiqi Zhong, Torsten Scholak, Michihiro Yasunaga, Chien-Sheng Wu, Ming Zhong, Pengcheng Yin, Sida I. Wang, Victor Zhong, Bailin Wang, Chengzu Li, Connor Boyle, Ansong Ni, Ziyu Yao, Dragomir Radev, Caiming Xiong, Lingpeng Kong, Rui Zhang, Noah A. Smith, Luke Zettlemoyer, Tao Yu |
| 2022 | Unifying Data Perspectivism and Personalization: An Application to Social Norms. Joan Plepi, Béla Neuendorf, Lucie Flek, Charles Welch |
| 2022 | Unifying the Convergences in Multilingual Neural Machine Translation. Yi-Chong Huang, Xiaocheng Feng, Xinwei Geng, Bing Qin |
| 2022 | Unobserved Local Structures Make Compositional Generalization Hard. Ben Bogin, Shivanshu Gupta, Jonathan Berant |
| 2022 | Unsupervised Boundary-Aware Language Model Pretraining for Chinese Sequence Labeling. Peijie Jiang, Dingkun Long, Yanzhao Zhang, Pengjun Xie, Meishan Zhang, Min Zhang |
| 2022 | Unsupervised Entity Linking with Guided Summarization and Multiple-Choice Selection. Young Min Cho, Li Zhang, Chris Callison-Burch |
| 2022 | Unsupervised Non-transferable Text Classification. Guangtao Zeng, Wei Lu |
| 2022 | Unsupervised Opinion Summarisation in the Wasserstein Space. Jiayu Song, Iman Munire Bilal, Adam Tsakalidis, Rob Procter, Maria Liakata |
| 2022 | Unsupervised Tokenization Learning. Anton Kolonin, Vignav Ramesh |
| 2022 | Using Commonsense Knowledge to Answer Why-Questions. Yash Kumar Lal, Niket Tandon, Tanvi Aggarwal, Horace Liu, Nathanael Chambers, Raymond J. Mooney, Niranjan Balasubramanian |
| 2022 | VIRT: Improving Representation-based Text Matching via Virtual Interaction. Dan Li, Yang Yang, Hongyin Tang, Jiahao Liu, Qifan Wang, Jingang Wang, Tong Xu, Wei Wu, Enhong Chen |
| 2022 | Variational Autoencoder with Disentanglement Priors for Low-Resource Task-Specific Natural Language Generation. Zhuang Li, Lizhen Qu, Qiongkai Xu, Tongtong Wu, Tianyang Zhan, Gholamreza Haffari |
| 2022 | Varifocal Question Generation for Fact-checking. Nedjma Ousidhoum, Zhangdie Yuan, Andreas Vlachos |
| 2022 | Vector-Quantized Input-Contextualized Soft Prompts for Natural Language Understanding. Rishabh Bhardwaj, Amrita Saha, Steven C. H. Hoi, Soujanya Poria |
| 2022 | Video Question Answering: Datasets, Algorithms and Challenges. Yaoyao Zhong, Wei Ji, Junbin Xiao, Yicong Li, Weihong Deng, Tat-Seng Chua |
| 2022 | VisToT: Vision-Augmented Table-to-Text Generation. Prajwal Gatti, Anand Mishra, Manish Gupta, Mithun Das Gupta |
| 2022 | Visual Spatial Description: Controlled Spatial-Oriented Image-to-Text Generation. Yu Zhao, Jianguo Wei, Zhichao Lin, Yueheng Sun, Meishan Zhang, Min Zhang |
| 2022 | WR-One2Set: Towards Well-Calibrated Keyphrase Generation. Binbin Xie, Xiangpeng Wei, Baosong Yang, Huan Lin, Jun Xie, Xiaoli Wang, Min Zhang, Jinsong Su |
| 2022 | Watch the Neighbors: A Unified K-Nearest Neighbor Contrastive Learning Framework for OOD Intent Discovery. Yutao Mou, Keqing He, Pei Wang, Yanan Wu, Jingang Wang, Wei Wu, Weiran Xu |
| 2022 | WeDef: Weakly Supervised Backdoor Defense for Text Classification. Lesheng Jin, Zihan Wang, Jingbo Shang |
| 2022 | WeTS: A Benchmark for Translation Suggestion. Zhen Yang, Fandong Meng, Yingxue Zhang, Ernan Li, Jie Zhou |
| 2022 | Weakly-Supervised Temporal Article Grounding. Long Chen, Yulei Niu, Brian Chen, Xudong Lin, Guangxing Han, Christopher Thomas, Hammad A. Ayyubi, Heng Ji, Shih-Fu Chang |
| 2022 | What Makes Instruction Learning Hard? An Investigation and a New Challenge in a Synthetic Environment. Matthew Finlayson, Kyle Richardson, Ashish Sabharwal, Peter Clark |
| 2022 | When Can Transformers Ground and Compose: Insights from Compositional Generalization Benchmarks. Ankur Sikarwar, Arkil Patel, Navin Goyal |
| 2022 | When FLUE Meets FLANG: Benchmarks and Large Pretrained Language Model for Financial Domain. Raj Sanjay Shah, Kunal Chawla, Dheeraj Eidnani, Agam Shah, Wendi Du, Sudheer Chava, Natraj Raman, Charese Smiley, Jiaao Chen, Diyi Yang |
| 2022 | When More Data Hurts: A Troubling Quirk in Developing Broad-Coverage Natural Language Understanding Systems. Elias Stengel-Eskin, Emmanouil Antonios Platanios, Adam Pauls, Sam Thomson, Hao Fang, Benjamin Van Durme, Jason Eisner, Yu Su |
| 2022 | When does Parameter-Efficient Transfer Learning Work for Machine Translation? Ahmet Üstün, Asa Cooper Stickland |
| 2022 | Whose Language Counts as High Quality? Measuring Language Ideologies in Text Data Selection. Suchin Gururangan, Dallas Card, Sarah K. Dreier, Emily K. Gade, Leroy Z. Wang, Zeyu Wang, Luke Zettlemoyer, Noah A. Smith |
| 2022 | Why Do You Feel This Way? Summarizing Triggers of Emotions in Social Media Posts. Hongli Zhan, Tiberiu Sosea, Cornelia Caragea, Junyi Jessy Li |
| 2022 | Why Should Adversarial Perturbations be Imperceptible? Rethink the Research Paradigm in Adversarial NLP. Yangyi Chen, Hongcheng Gao, Ganqu Cui, Fanchao Qi, Longtao Huang, Zhiyuan Liu, Maosong Sun |
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| 2022 | Wider & Closer: Mixture of Short-channel Distillers for Zero-shot Cross-lingual Named Entity Recognition. Jun-Yu Ma, Beiduo Chen, Jia-Chen Gu, Zhenhua Ling, Wu Guo, Quan Liu, Zhigang Chen, Cong Liu |
| 2022 | Word Order Matters When You Increase Masking. Karim Lasri, Alessandro Lenci, Thierry Poibeau |
| 2022 | X-FACTOR: A Cross-metric Evaluation of Factual Correctness in Abstractive Summarization. Subhajit Chaudhury, Sarathkrishna Swaminathan, R. Chulaka Gunasekara, Maxwell Crouse, Srinivas Ravishankar, Daiki Kimura, Keerthiram Murugesan, Ramón Fernandez Astudillo, Tahira Naseem, Pavan Kapanipathi, Alexander Gray |
| 2022 | XLM-D: Decorate Cross-lingual Pre-training Model as Non-Autoregressive Neural Machine Translation. Yong Wang, Shilin He, Guanhua Chen, Yun Chen, Daxin Jiang |
| 2022 | XPrompt: Exploring the Extreme of Prompt Tuning. Fang Ma, Chen Zhang, Lei Ren, Jingang Wang, Qifan Wang, Wei Wu, Xiaojun Quan, Dawei Song |
| 2022 | You Only Need One Model for Open-domain Question Answering. Haejun Lee, Akhil Kedia, Jongwon Lee, Ashwin Paranjape, Christopher D. Manning, Kyoung-Gu Woo |
| 2022 | Z-LaVI: Zero-Shot Language Solver Fueled by Visual Imagination. Yue Yang, Wenlin Yao, Hongming Zhang, Xiaoyang Wang, Dong Yu, Jianshu Chen |
| 2022 | Zero-Shot Learners for Natural Language Understanding via a Unified Multiple Choice Perspective. Ping Yang, Junjie Wang, Ruyi Gan, Xinyu Zhu, Lin Zhang, Ziwei Wu, Xinyu Gao, Jiaxing Zhang, Tetsuya Sakai |
| 2022 | Zero-Shot Text Classification with Self-Training. Ariel Gera, Alon Halfon, Eyal Shnarch, Yotam Perlitz, Liat Ein-Dor, Noam Slonim |
| 2022 | Zero-shot Cross-lingual Transfer of Prompt-based Tuning with a Unified Multilingual Prompt. Lianzhe Huang, Shuming Ma, Dongdong Zhang, Furu Wei, Houfeng Wang |
| 2022 | ZeroGen: Efficient Zero-shot Learning via Dataset Generation. Jiacheng Ye, Jiahui Gao, Qintong Li, Hang Xu, Jiangtao Feng, Zhiyong Wu, Tao Yu, Lingpeng Kong |
| 2022 | arXivEdits: Understanding the Human Revision Process in Scientific Writing. Chao Jiang, Wei Xu, Samuel Stevens |
| 2022 | mPLUG: Effective and Efficient Vision-Language Learning by Cross-modal Skip-connections. Chenliang Li, Haiyang Xu, Junfeng Tian, Wei Wang, Ming Yan, Bin Bi, Jiabo Ye, He Chen, Guohai Xu, Zheng Cao, Ji Zhang, Songfang Huang, Fei Huang, Jingren Zhou, Luo Si |
| 2022 | monoQA: Multi-Task Learning of Reranking and Answer Extraction for Open-Retrieval Conversational Question Answering. Sarawoot Kongyoung, Craig Macdonald, Iadh Ounis |