COLING B

634 papers

YearTitle / Authors
2022"Mama Always Had a Way of Explaining Things So I Could Understand": A Dialogue Corpus for Learning to Construct Explanations.
Henning Wachsmuth, Milad Alshomary
2022"No, They Did Not": Dialogue Response Dynamics in Pre-trained Language Models.
Sanghee J. Kim, Lang Yu, Allyson Ettinger
2022A Closer Look at Few-Shot Out-of-Distribution Intent Detection.
Li-Ming Zhan, Haowen Liang, Lu Fan, Xiao-Ming Wu, Albert Y. S. Lam
2022A Closer Look at Parameter Contributions When Training Neural Language and Translation Models.
Raúl Vázquez, Hande Çelikkanat, Vinit Ravishankar, Mathias Creutz, Jörg Tiedemann
2022A Coarse-to-fine Cascaded Evidence-Distillation Neural Network for Explainable Fake News Detection.
Zhiwei Yang, Jing Ma, Hechang Chen, Hongzhan Lin, Ziyang Luo, Yi Chang
2022A Contrastive Cross-Channel Data Augmentation Framework for Aspect-Based Sentiment Analysis.
Bing Wang, Liang Ding, Qihuang Zhong, Ximing Li, Dacheng Tao
2022A Data-driven Approach to Named Entity Recognition for Early Modern French.
Pedro Ortiz Suarez, Simon Gabay
2022A Distance-Aware Multi-Task Framework for Conversational Discourse Parsing.
Yaxin Fan, Peifeng Li, Fang Kong, Qiaoming Zhu
2022A Domain Knowledge Enhanced Pre-Trained Language Model for Vertical Search: Case Study on Medicinal Products.
Kesong Liu, Jianhui Jiang, Feifei Lyu
2022A Generalized Method for Automated Multilingual Loanword Detection.
Abhijnan Nath, Sina Mahdipour Saravani, Ibrahim Khebour, Sheikh Mannan, Zihui Li, Nikhil Krishnaswamy
2022A Hierarchical Interactive Network for Joint Span-based Aspect-Sentiment Analysis.
Wei Chen, Jinglong Du, Zhao Zhang, Fuzhen Zhuang, Zhongshi He
2022A Hybrid Model of Classification and Generation for Spatial Relation Extraction.
Feng Wang, Peifeng Li, Qiaoming Zhu
2022A Multi-Dimensional, Cross-Domain and Hierarchy-Aware Neural Architecture for ISO-Standard Dialogue Act Tagging.
Stefano Mezza, Wayne Wobcke, Alan Blair
2022A Multi-Format Transfer Learning Model for Event Argument Extraction via Variational Information Bottleneck.
Jie Zhou, Qi Zhang, Qin Chen, Liang He, Xuanjing Huang
2022A Multi-Task Dual-Tree Network for Aspect Sentiment Triplet Extraction.
Yichun Zhao, Kui Meng, Gongshen Liu, Jintao Du, Huijia Zhu
2022A Multi-turn Machine Reading Comprehension Framework with Rethink Mechanism for Emotion-Cause Pair Extraction.
Changzhi Zhou, Dandan Song, Jing Xu, Zhijing Wu
2022A New Public Corpus for Clinical Section Identification: MedSecId.
Paul Landes, Kunal Patel, Sean S. Huang, Adam Webb, Barbara Di Eugenio, Cornelia Caragea
2022A Novel Multi-Task Learning Approach for Context-Sensitive Compound Type Identification in Sanskrit.
Jivnesh Sandhan, Ashish Gupta, Hrishikesh Terdalkar, Tushar Sandhan, Suvendu Samanta, Laxmidhar Behera, Pawan Goyal
2022A Personalized Dialogue Generator with Implicit User Persona Detection.
Itsugun Cho, Dongyang Wang, Ryota Takahashi, Hiroaki Saito
2022A Progressive Framework for Role-Aware Rumor Resolution.
Lei Chen, Guanying Li, Zhongyu Wei, Yang Yang, Baohua Zhou, Qi Zhang, Xuanjing Huang
2022A Relation Extraction Dataset for Knowledge Extraction from Web Tables.
Siffi Singh, Alham Fikri Aji, Gaurav Singh, Christos Christodoulopoulos
2022A Sentiment and Emotion Aware Multimodal Multiparty Humor Recognition in Multilingual Conversational Setting.
Dushyant Singh Chauhan, Gopendra Vikram Singh, Aseem Arora, Asif Ekbal, Pushpak Bhattacharyya
2022A Simple Log-based Loss Function for Ordinal Text Classification.
François Castagnos, Martin Mihelich, Charles Dognin
2022A Simple Model for Distantly Supervised Relation Extraction.
Ziqin Rao, Fangxiang Feng, Ruifan Li, Xiaojie Wang
2022A Simple Temporal Information Matching Mechanism for Entity Alignment between Temporal Knowledge Graphs.
Li Cai, Xin Mao, Meirong Ma, Hao Yuan, Jianchao Zhu, Man Lan
2022A Simple and Effective Method to Improve Zero-Shot Cross-Lingual Transfer Learning.
Kunbo Ding, Weijie Liu, Yuejian Fang, Weiquan Mao, Zhe Zhao, Tao Zhu, Haoyan Liu, Rong Tian, Yiren Chen
2022A Structure-Aware Argument Encoder for Literature Discourse Analysis.
Yinzi Li, Wei Chen, Zhongyu Wei, Yujun Huang, Chujun Wang, Siyuan Wang, Qi Zhang, Xuanjing Huang, Libo Wu
2022A Study of Implicit Bias in Pretrained Language Models against People with Disabilities.
Pranav Narayanan Venkit, Mukund Srinath, Shomir Wilson
2022A Survey in Automatic Irony Processing: Linguistic, Cognitive, and Multi-X Perspectives.
Qingcheng Zeng, An-Ran Li
2022A Survey of Automatic Text Summarization Using Graph Neural Networks.
Marco Ferdinand Salchner, Adam Jatowt
2022A Survey on Multimodal Disinformation Detection.
Firoj Alam, Stefano Cresci, Tanmoy Chakraborty, Fabrizio Silvestri, Dimiter Dimitrov, Giovanni Da San Martino, Shaden Shaar, Hamed Firooz, Preslav Nakov
2022A Transformer-based Threshold-Free Framework for Multi-Intent NLU.
Lisung Chen, Nuo Chen, Yuexian Zou, Yong Wang, Xinzhong Sun
2022A Transition-based Method for Complex Question Understanding.
Yu Xia, Wenbin Jiang, Yajuan Lyu, Sujian Li
2022A Two Stage Adaptation Framework for Frame Detection via Prompt Learning.
Xinyi Mou, Zhongyu Wei, Changjian Jiang, Jiajie Peng
2022A Unified Propagation Forest-based Framework for Fake News Detection.
Lingwei Wei, Dou Hu, Yantong Lai, Wei Zhou, Songlin Hu
2022A Weak Supervision Approach for Predicting Difficulty of Technical Interview Questions.
Arpita Kundu, Subhasish Ghosh, Pratik Saini, Tapas Nayak, Indrajit Bhattacharya
2022A Zero-Shot Claim Detection Framework Using Question Answering.
Revanth Gangi Reddy, Sai Chetan Chinthakindi, Yi R. Fung, Kevin Small, Heng Ji
2022A-TIP: Attribute-aware Text Infilling via Pre-trained Language Model.
Dongyuan Li, Jingyi You, Kotaro Funakoshi, Manabu Okumura
2022ACT-Thor: A Controlled Benchmark for Embodied Action Understanding in Simulated Environments.
Michael Hanna, Federico Pedeni, Alessandro Suglia, Alberto Testoni, Raffaella Bernardi
2022ALEXSIS-PT: A New Resource for Portuguese Lexical Simplification.
Kai North, Marcos Zampieri, Tharindu Ranasinghe
2022AMOA: Global Acoustic Feature Enhanced Modal-Order-Aware Network for Multimodal Sentiment Analysis.
Ziming Li, Yan Zhou, Weibo Zhang, Yaxin Liu, Chuanpeng Yang, Zheng Lian, Songlin Hu
2022APPDIA: A Discourse-aware Transformer-based Style Transfer Model for Offensive Social Media Conversations.
Katherine Atwell, Sabit Hassan, Malihe Alikhani
2022Accelerating Inference for Pretrained Language Models by Unified Multi-Perspective Early Exiting.
Jun Kong, Jin Wang, Liang-Chih Yu, Xuejie Zhang
2022Accounting for Language Effect in the Evaluation of Cross-lingual AMR Parsers.
Shira Wein, Nathan Schneider
2022Accuracy meets Diversity in a News Recommender System.
Shaina Raza, Syed Raza Bashir, Usman Naseem
2022Adapting Pre-trained Language Models to African Languages via Multilingual Adaptive Fine-Tuning.
Jesujoba O. Alabi, David Ifeoluwa Adelani, Marius Mosbach, Dietrich Klakow
2022Adapting to Non-Centered Languages for Zero-shot Multilingual Translation.
Zhi Qu, Taro Watanabe
2022Adaptive Feature Discrimination and Denoising for Asymmetric Text Matching.
Yan Li, Chenliang Li, Junjun Guo
2022Adaptive Meta-learner via Gradient Similarity for Few-shot Text Classification.
Tianyi Lei, Honghui Hu, Qiaoyang Luo, Dezhong Peng, Xu Wang
2022Adaptive Natural Language Generation for Task-oriented Dialogue via Reinforcement Learning.
Atsumoto Ohashi, Ryuichiro Higashinaka
2022Adaptive Threshold Selective Self-Attention for Chinese NER.
Biao Hu, Zhen Huang, Minghao Hu, Ziwen Zhang, Yong Dou
2022Adaptive Unsupervised Self-training for Disfluency Detection.
Zhongyuan Wang, Yixuan Wang, Shaolei Wang, Wanxiang Che
2022Addressing Asymmetry in Multilingual Neural Machine Translation with Fuzzy Task Clustering.
Qian Wang, Jiajun Zhang
2022Addressing Leakage in Self-Supervised Contextualized Code Retrieval.
Johannes Villmow, Viola Campos, Adrian Ulges, Ulrich Schwanecke
2022Addressing Limitations of Encoder-Decoder Based Approach to Text-to-SQL.
Octavian Popescu, Irene Manotas, Ngoc Phuoc An Vo, Hangu Yeo, Elahe Khorashani, Vadim Sheinin
2022Adversarial Training on Disentangling Meaning and Language Representations for Unsupervised Quality Estimation.
Yuto Kuroda, Tomoyuki Kajiwara, Yuki Arase, Takashi Ninomiya
2022AiM: Taking Answers in Mind to Correct Chinese Cloze Tests in Educational Applications.
Yusen Zhang, Zhongli Li, Qingyu Zhou, Ziyi Liu, Chao Li, Mina Ma, Yunbo Cao, Hongzhi Liu
2022Aligning Multilingual Embeddings for Improved Code-switched Natural Language Understanding.
Barah Fazili, Preethi Jyothi
2022Alleviating the Inequality of Attention Heads for Neural Machine Translation.
Zewei Sun, Shujian Huang, Xinyu Dai, Jiajun Chen
2022An Augmented Benchmark Dataset for Geometric Question Answering through Dual Parallel Text Encoding.
Jie Cao, Jing Xiao
2022An Efficient Coarse-to-Fine Facet-Aware Unsupervised Summarization Framework Based on Semantic Blocks.
Xinnian Liang, Jing Li, Shuangzhi Wu, Jiali Zeng, Yufan Jiang, Mu Li, Zhoujun Li
2022An Information Minimization Based Contrastive Learning Model for Unsupervised Sentence Embeddings Learning.
Shaobin Chen, Jie Zhou, Yuling Sun, Liang He
2022An MRC Framework for Semantic Role Labeling.
Nan Wang, Jiwei Li, Yuxian Meng, Xiaofei Sun, Han Qiu, Ziyao Wang, Guoyin Wang, Jun He
2022Analytic Automated Essay Scoring Based on Deep Neural Networks Integrating Multidimensional Item Response Theory.
Takumi Shibata, Masaki Uto
2022Analyzing Persuasion Strategies of Debaters on Social Media.
Matti Wiegmann, Khalid Al Khatib, Vishal Khanna, Benno Stein
2022Analyzing the Dialect Diversity in Multi-document Summaries.
Olubusayo Olabisi, Aaron Hudson, Antonie J. Jetter, Ameeta Agrawal
2022Answering Numerical Reasoning Questions in Table-Text Hybrid Contents with Graph-based Encoder and Tree-based Decoder.
Fangyu Lei, Shizhu He, Xiang Li, Jun Zhao, Kang Liu
2022Applying Natural Annotation and Curriculum Learning to Named Entity Recognition for Under-Resourced Languages.
Valeriy Lobov, Alexandra Ivoylova, Serge Sharoff
2022ArT: All-round Thinker for Unsupervised Commonsense Question Answering.
Jiawei Wang, Hai Zhao
2022ArcaneQA: Dynamic Program Induction and Contextualized Encoding for Knowledge Base Question Answering.
Yu Gu, Yu Su
2022Are People Located in the Places They Mention in Their Tweets? A Multimodal Approach.
Zhaomin Xiao, Eduardo Blanco
2022Are Pretrained Multilingual Models Equally Fair across Languages?
Laura Cabello Piqueras, Anders Søgaard
2022Are Visual-Linguistic Models Commonsense Knowledge Bases?
Hsiu-Yu Yang, Carina Silberer
2022ArgLegalSumm: Improving Abstractive Summarization of Legal Documents with Argument Mining.
Mohamed Elaraby, Diane J. Litman
2022Ask Question First for Enhancing Lifelong Language Learning.
Han Wang, Ruiliu Fu, Xuejun Zhang, Jun Zhou, Qingwei Zhao
2022Aspect-based Sentiment Analysis as Machine Reading Comprehension.
Yifei Yang, Hai Zhao
2022Assessing Digital Language Support on a Global Scale.
Gary F. Simons, Abbey L. Thomas, Chad K. White
2022Asymmetric Mutual Learning for Multi-source Unsupervised Sentiment Adaptation with Dynamic Feature Network.
Rui Li, Cheng Liu, Dazhi Jiang
2022Attention Networks for Augmenting Clinical Text with Support Sets for Diagnosis Prediction.
Paul Grundmann, Tom Oberhauser, Felix A. Gers, Alexander Löser
2022Attribute Injection for Pretrained Language Models: A New Benchmark and an Efficient Method.
Reinald Kim Amplayo, Kang Min Yoo, Sang-Woo Lee
2022Augmentation, Retrieval, Generation: Event Sequence Prediction with a Three-Stage Sequence-to-Sequence Approach.
Bo Zhou, Chenhao Wang, Yubo Chen, Kang Liu, Jun Zhao, Jiexin Xu, Xiaojian Jiang, Qiuxia Li
2022Augmenting Legal Judgment Prediction with Contrastive Case Relations.
Dugang Liu, Weihao Du, Lei Li, Weike Pan, Zhong Ming
2022Automated Chinese Essay Scoring from Multiple Traits.
Yaqiong He, Feng Jiang, Xiaomin Chu, Peifeng Li
2022Automated Essay Scoring via Pairwise Contrastive Regression.
Jiayi Xie, Kaiwei Cai, Li Kong, Junsheng Zhou, Weiguang Qu
2022Automatic Generation of Large-scale Multi-turn Dialogues from Reddit.
Daniil Huryn, William M. Hutsell, Jinho D. Choi
2022Automatic ICD Coding Exploiting Discourse Structure and Reconciled Code Embeddings.
Shurui Zhang, Bozheng Zhang, Fuxin Zhang, Bo Sang, Wanchun Yang
2022Automatic Keyphrase Generation by Incorporating Dual Copy Mechanisms in Sequence-to-Sequence Learning.
Siyu Wang, Jianhui Jiang, Yao Huang, Yin Wang
2022Automatic Label Sequence Generation for Prompting Sequence-to-sequence Models.
Zichun Yu, Tianyu Gao, Zhengyan Zhang, Yankai Lin, Zhiyuan Liu, Maosong Sun, Jie Zhou
2022Automatic Nominalization of Clauses.
John S. Y. Lee, Ho Hung Lim, Carol Webster, Anton Melser
2022Autoregressive Entity Generation for End-to-End Task-Oriented Dialog.
Guanhuan Huang, Xiaojun Quan, Qifan Wang
2022BECEL: Benchmark for Consistency Evaluation of Language Models.
Myeongjun Jang, Deuk Sin Kwon, Thomas Lukasiewicz
2022BERT-Flow-VAE: A Weakly-supervised Model for Multi-Label Text Classification.
Ziwen Liu, Josep Grau-Bové, Scott Allan Orr
2022BRCC and SentiBahasaRojak: The First Bahasa Rojak Corpus for Pretraining and Sentiment Analysis Dataset.
Nanda Putri Romadhona, Sin-En Lu, Bo-Han Lu, Richard Tzong-Han Tsai
2022Belief Revision Based Caption Re-ranker with Visual Semantic Information.
Ahmed Sabir, Francesc Moreno-Noguer, Pranava Madhyastha, Lluís Padró
2022Benchmarking Automated Clinical Language Simplification: Dataset, Algorithm, and Evaluation.
Junyu Luo, Junxian Lin, Chi Lin, Cao Xiao, Xinning Gui, Fenglong Ma
2022Benchmarking Compositionality with Formal Languages.
Josef Valvoda, Naomi Saphra, Jonathan Rawski, Adina Williams, Ryan Cotterell
2022BiBL: AMR Parsing and Generation with Bidirectional Bayesian Learning.
Ziming Cheng, Zuchao Li, Hai Zhao
2022Bias at a Second Glance: A Deep Dive into Bias for German Educational Peer-Review Data Modeling.
Thiemo Wambsganss, Vinitra Swamy, Roman Rietsche, Tanja Käser
2022Bigger Data or Fairer Data? Augmenting BERT via Active Sampling for Educational Text Classification.
Lele Sha, Yuheng Li, Dragan Gasevic, Guanliang Chen
2022Biographically Relevant Tweets - a New Dataset, Linguistic Analysis and Classification Experiments.
Michael Wiegand, Rebecca Wilm, Katja Markert
2022Boosting Code Summarization by Embedding Code Structures.
Jikyoeng Son, Joonghyuk Hahn, Hyeontae Seo, Yo-Sub Han
2022Boosting Deep CTR Prediction with a Plug-and-Play Pre-trainer for News Recommendation.
Qijiong Liu, Jieming Zhu, Quanyu Dai, Xiaoming Wu
2022Building Joint Relationship Attention Network for Image-Text Generation.
Changzhi Wang, Xiaodong Gu
2022Byte-based Multilingual NMT for Endangered Languages.
Mengjiao Zhang, Jia Xu
2022CCTC: A Cross-Sentence Chinese Text Correction Dataset for Native Speakers.
Baoxin Wang, Xingyi Duan, Dayong Wu, Wanxiang Che, Zhigang Chen, Guoping Hu
2022CETA: A Consensus Enhanced Training Approach for Denoising in Distantly Supervised Relation Extraction.
Ruri Liu, Shasha Mo, Jianwei Niu, Shengda Fan
2022CGIM: A Cycle Guided Interactive Learning Model for Consistency Identification in Task-oriented Dialogue.
Libo Qin, Qiguang Chen, Tianbao Xie, Qian Liu, Shijue Huang, Wanxiang Che, Zhou Yu
2022CHAE: Fine-Grained Controllable Story Generation with Characters, Actions and Emotions.
Xinpeng Wang, Han Jiang, Zhihua Wei, Shanlin Zhou
2022CILDA: Contrastive Data Augmentation Using Intermediate Layer Knowledge Distillation.
Md. Akmal Haidar, Mehdi Rezagholizadeh, Abbas Ghaddar, Khalil Bibi, Philippe Langlais, Pascal Poupart
2022CILex: An Investigation of Context Information for Lexical Substitution Methods.
Sandaru Seneviratne, Elena Daskalaki, Artem Lenskiy, Hanna Suominen
2022CINO: A Chinese Minority Pre-trained Language Model.
Ziqing Yang, Zihang Xu, Yiming Cui, Baoxin Wang, Min Lin, Dayong Wu, Zhigang Chen
2022CLIO: Role-interactive Multi-event Head Attention Network for Document-level Event Extraction.
Yubing Ren, Yanan Cao, Fang Fang, Ping Guo, Zheng Lin, Wei Ma, Yi Liu
2022CLOWER: A Pre-trained Language Model with Contrastive Learning over Word and Character Representations.
Borun Chen, Hongyin Tang, Jiahao Bu, Kai Zhang, Jingang Wang, Qifan Wang, Hai-Tao Zheng, Wei Wu, Liqian Yu
2022CLoSE: Contrastive Learning of Subframe Embeddings for Political Bias Classification of News Media.
Michelle YoungJin Kim, Kristen Marie Johnson
2022CM-Gen: A Neural Framework for Chinese Metaphor Generation with Explicit Context Modelling.
Yucheng Li, Chenghua Lin, Frank Guerin
2022CMQA: A Dataset of Conditional Question Answering with Multiple-Span Answers.
Yiming Ju, Weikang Wang, Yuanzhe Zhang, Suncong Zheng, Kang Liu, Jun Zhao
2022COIN - an Inexpensive and Strong Baseline for Predicting Out of Vocabulary Word Embeddings.
Andrew T. Schneider, Lihong He, Zhijia Chen, Arjun Mukherjee, Eduard C. Dragut
2022COMMA-DEER: COmmon-sense Aware Multimodal Multitask Approach for Detection of Emotion and Emotional Reasoning in Conversations.
Soumitra Ghosh, Gopendra Vikram Singh, Asif Ekbal, Pushpak Bhattacharyya
2022COMMA: Modeling Relationship among Motivations, Emotions and Actions in Language-based Human Activities.
Yuqiang Xie, Yue Hu, Wei Peng, Guanqun Bi, Luxi Xing
2022CONCRETE: Improving Cross-lingual Fact-checking with Cross-lingual Retrieval.
Kung-Hsiang Huang, ChengXiang Zhai, Heng Ji
2022COPNER: Contrastive Learning with Prompt Guiding for Few-shot Named Entity Recognition.
Yucheng Huang, Kai He, Yige Wang, Xianli Zhang, Tieliang Gong, Rui Mao, Chen Li
2022CORN: Co-Reasoning Network for Commonsense Question Answering.
Xin Guan, Biwei Cao, Qingqing Gao, Zheng Yin, Bo Liu, Jiuxin Cao
2022CR-GIS: Improving Conversational Recommendation via Goal-aware Interest Sequence Modeling.
Jinfeng Zhou, Bo Wang, Zhitong Yang, Dongming Zhao, Kun Huang, Ruifang He, Yuexian Hou
2022CSL: A Large-scale Chinese Scientific Literature Dataset.
Yudong Li, Yuqing Zhang, Zhe Zhao, Linlin Shen, Weijie Liu, Weiquan Mao, Hui Zhang
2022CXR Data Annotation and Classification with Pre-trained Language Models.
Nina Zhou, Ai Ti Aw, Zhuo Han Liu, Cher Heng Tan, Yonghan Ting, Wenxiang Chen, Jordan Zheng Ting Sim
2022Can Data Diversity Enhance Learning Generalization?
Yu Yu, Shahram Khadivi, Jia Xu
2022Can Edge Probing Tests Reveal Linguistic Knowledge in QA Models?
Sagnik Ray Choudhury, Nikita Bhutani, Isabelle Augenstein
2022Can Transformers Process Recursive Nested Constructions, Like Humans?
Yair Lakretz, Théo Desbordes, Dieuwke Hupkes, Stanislas Dehaene
2022Can We Guide a Multi-Hop Reasoning Language Model to Incrementally Learn at Each Single-Hop?
Jesús Lovón-Melgarejo, José G. Moreno, Romaric Besançon, Olivier Ferret, Lynda Tamine
2022Case-Based Abductive Natural Language Inference.
Marco Valentino, Mokanarangan Thayaparan, André Freitas
2022Categorizing Semantic Representations for Neural Machine Translation.
Yongjing Yin, Yafu Li, Fandong Meng, Jie Zhou, Yue Zhang
2022Causal Intervention Improves Implicit Sentiment Analysis.
Siyin Wang, Jie Zhou, Changzhi Sun, Junjie Ye, Tao Gui, Qi Zhang, Xuanjing Huang
2022CausalQA: A Benchmark for Causal Question Answering.
Alexander Bondarenko, Magdalena Wolska, Stefan Heindorf, Lukas Blübaum, Axel-Cyrille Ngonga Ngomo, Benno Stein, Pavel Braslavski, Matthias Hagen, Martin Potthast
2022Character Jacobian: Modeling Chinese Character Meanings with Deep Learning Model.
Yu-Hsiang Tseng, Shu-Kai Hsieh
2022Chinese Couplet Generation with Syntactic Information.
Yan Song
2022CitRet: A Hybrid Model for Cited Text Span Retrieval.
Amit Pandey, Avani Gupta, Vikram Pudi
2022Classical Sequence Match Is a Competitive Few-Shot One-Class Learner.
Mengting Hu, Hang Gao, Yinhao Bai, Mingming Liu
2022Cluster-aware Pseudo-Labeling for Supervised Open Relation Extraction.
Bin Duan, Shusen Wang, Xingxian Liu, Yajing Xu
2022CoCGAN: Contrastive Learning for Adversarial Category Text Generation.
Xin Sheng, Linli Xu, Yinlong Xu, Changcun Bao, Huang Chen, Bo Ren
2022CoDoNMT: Modeling Cohesion Devices for Document-Level Neural Machine Translation.
Yikun Lei, Yuqi Ren, Deyi Xiong
2022CoHS-CQG: Context and History Selection for Conversational Question Generation.
Xuan Long Do, Bowei Zou, Liangming Pan, Nancy F. Chen, Shafiq R. Joty, Ai Ti Aw
2022CoLo: A Contrastive Learning Based Re-ranking Framework for One-Stage Summarization.
Chenxin An, Ming Zhong, Zhiyong Wu, Qin Zhu, Xuanjing Huang, Xipeng Qiu
2022CoNTACT: A Dutch COVID-19 Adapted BERT for Vaccine Hesitancy and Argumentation Detection.
Jens Lemmens, Jens Van Nooten, Tim Kreutz, Walter Daelemans
2022Coalescing Global and Local Information for Procedural Text Understanding.
Kaixin Ma, Filip Ilievski, Jonathan Francis, Eric Nyberg, Alessandro Oltramari
2022Coarse-to-Fine: Hierarchical Multi-task Learning for Natural Language Understanding.
Zhaoye Fei, Yu Tian, Yongkang Wu, Xinyu Zhang, Yutao Zhu, Zheng Liu, Jiawen Wu, Dejiang Kong, Ruofei Lai, Zhao Cao, Zhicheng Dou, Xipeng Qiu
2022CofeNet: Context and Former-Label Enhanced Net for Complicated Quotation Extraction.
Yequan Wang, Xiang Li, Aixin Sun, Xuying Meng, Huaming Liao, Jiafeng Guo
2022CogBERT: Cognition-Guided Pre-trained Language Models.
Xiao Ding, Bowen Chen, Li Du, Bing Qin, Ting Liu
2022Combining Compressions for Multiplicative Size Scaling on Natural Language Tasks.
Rajiv Movva, Jinhao Lei, Shayne Longpre, Ajay Gupta, Chris DuBois
2022Community Topic: Topic Model Inference by Consecutive Word Community Discovery.
Eric Austin, Osmar R. Zaïane, Christine Largeron
2022CommunityLM: Probing Partisan Worldviews from Language Models.
Hang Jiang, Doug Beeferman, Brandon Roy, Deb Roy
2022Comparative Graph-based Summarization of Scientific Papers Guided by Comparative Citations.
Jingqiang Chen, Chaoxiang Cai, Xiaorui Jiang, Kejia Chen
2022Competence-based Question Generation.
Jingxuan Tu, Kyeongmin Rim, James Pustejovsky
2022Complicate Then Simplify: A Novel Way to Explore Pre-trained Models for Text Classification.
Xu Zhang, Zejie Liu, Yanzheng Xiang, Deyu Zhou
2022Composition-based Heterogeneous Graph Multi-channel Attention Network for Multi-aspect Multi-sentiment Classification.
Hao Niu, Yun Xiong, Jian Gao, Zhongchen Miao, Xiaosu Wang, Hongrun Ren, Yao Zhang, Yangyong Zhu
2022ConFiguRe: Exploring Discourse-level Chinese Figures of Speech.
Dawei Zhu, Qiusi Zhan, Zhejian Zhou, Yifan Song, Jiebin Zhang, Sujian Li
2022ConTextING: Granting Document-Wise Contextual Embeddings to Graph Neural Networks for Inductive Text Classification.
Yen-Hao Huang, Yi-Hsin Chen, Yi-Shin Chen
2022ConnPrompt: Connective-cloze Prompt Learning for Implicit Discourse Relation Recognition.
Wei Xiang, Zhenglin Wang, Lu Dai, Bang Wang
2022Constrained Regeneration for Cross-Lingual Query-Focused Extractive Summarization.
Elsbeth Turcan, David Wan, Faisal Ladhak, Petra Galuscáková, Sukanta Sen, Svetlana Tchistiakova, Weijia Xu, Marine Carpuat, Kenneth Heafield, Douglas W. Oard, Kathleen R. McKeown
2022Content Type Profiling of Data-to-Text Generation Datasets.
Ashish Upadhyay, Stewart Massie
2022Context-Tuning: Learning Contextualized Prompts for Natural Language Generation.
Tianyi Tang, Junyi Li, Wayne Xin Zhao, Ji-Rong Wen
2022Continual Few-shot Intent Detection.
Guodun Li, Yuchen Zhai, Qianglong Chen, Xing Gao, Ji Zhang, Yin Zhang
2022Continually Detection, Rapidly React: Unseen Rumors Detection Based on Continual Prompt-Tuning.
Yuhui Zuo, Wei Zhu, Guoyong Cai
2022Continuous Decomposition of Granularity for Neural Paraphrase Generation.
Xiaodong Gu, Zhaowei Zhang, Sang-Woo Lee, Kang Min Yoo, Jung-Woo Ha
2022Contrast Sets for Stativity of English Verbs in Context.
Daniel Chen, Alexis Palmer
2022Conversational QA Dataset Generation with Answer Revision.
Seonjeong Hwang, Gary Geunbae Lee
2022Coordination Generation via Synchronized Text-Infilling.
Hiroki Teranishi, Yuji Matsumoto
2022CorefDiffs: Co-referential and Differential Knowledge Flow in Document Grounded Conversations.
Lin Xu, Qixian Zhou, Jinlan Fu, Min-Yen Kan, See-Kiong Ng
2022Cross-lingual Feature Extraction from Monolingual Corpora for Low-resource Unsupervised Bilingual Lexicon Induction.
Zihao Feng, Hailong Cao, Tiejun Zhao, Weixuan Wang, Wei Peng
2022Cross-modal Contrastive Attention Model for Medical Report Generation.
Xiao Song, Xiaodan Zhang, Junzhong Ji, Ying Liu, Pengxu Wei
2022Curating a Large-Scale Motivational Interviewing Dataset Using Peer Support Forums.
Anuradha Welivita, Pearl Pu
2022DABERT: Dual Attention Enhanced BERT for Semantic Matching.
Sirui Wang, Di Liang, Jian Song, Yuntao Li, Wei Wu
2022DCT-Centered Temporal Relation Extraction.
Liang Wang, Peifeng Li, Sheng Xu
2022DESED: Dialogue-based Explanation for Sentence-level Event Detection.
Yinyi Wei, Shuaipeng Liu, Jianwei Lv, Xiangyu Xi, Hailei Yan, Wei Ye, Tong Mo, Fan Yang, Guanglu Wan
2022DISK: Domain-constrained Instance Sketch for Math Word Problem Generation.
Tianyang Cao, Shuang Zeng, Xiaodan Xu, Mairgup Mansur, Baobao Chang
2022DP-Rewrite: Towards Reproducibility and Transparency in Differentially Private Text Rewriting.
Timour Igamberdiev, Thomas Arnold, Ivan Habernal
2022DPTDR: Deep Prompt Tuning for Dense Passage Retrieval.
Zhengyang Tang, Benyou Wang, Ting Yao
2022DRK: Discriminative Rule-based Knowledge for Relieving Prediction Confusions in Few-shot Relation Extraction.
Mengru Wang, Jianming Zheng, Fei Cai, Taihua Shao, Honghui Chen
2022Data Augmentation for Few-Shot Knowledge Graph Completion from Hierarchical Perspective.
Yuanzhou Yao, Zhao Zhang, Yongjun Xu, Chao Li
2022Debiasing Isn't Enough! - on the Effectiveness of Debiasing MLMs and Their Social Biases in Downstream Tasks.
Masahiro Kaneko, Danushka Bollegala, Naoaki Okazaki
2022Debiasing Word Embeddings with Nonlinear Geometry.
Lu Cheng, Nayoung Kim, Huan Liu
2022Deciphering and Characterizing Out-of-Vocabulary Words for Morphologically Rich Languages.
Georgie Botev, Arya D. McCarthy, Winston Wu, David Yarowsky
2022Decorrelate Irrelevant, Purify Relevant: Overcome Textual Spurious Correlations from a Feature Perspective.
Shihan Dou, Rui Zheng, Ting Wu, Songyang Gao, Junjie Shan, Qi Zhang, Yueming Wu, Xuanjing Huang
2022Decoupling Mixture-of-Graphs: Unseen Relational Learning for Knowledge Graph Completion by Fusing Ontology and Textual Experts.
Ran Song, Shizhu He, Suncong Zheng, Shengxiang Gao, Kang Liu, Zhengtao Yu, Jun Zhao
2022DeltaNet: Conditional Medical Report Generation for COVID-19 Diagnosis.
Xian Wu, Shuxin Yang, Zhaopeng Qiu, Shen Ge, YangTian Yan, Xingwang Wu, Yefeng Zheng, S. Kevin Zhou, Li Xiao
2022Demystifying Neural Fake News via Linguistic Feature-Based Interpretation.
Ankit Aich, Souvik Bhattacharya, Natalie Parde
2022Denoising Large-Scale Image Captioning from Alt-text Data Using Content Selection Models.
Khyathi Raghavi Chandu, Piyush Sharma, Soravit Changpinyo, Ashish V. Thapliyal, Radu Soricut
2022Dense Template Retrieval for Customer Support.
Tiago Mesquita, Bruno Martins, Mariana Almeida
2022Dependency-aware Prototype Learning for Few-shot Relation Classification.
Tianshu Yu, Min Yang, Xiaoyan Zhao
2022Detecting Minority Arguments for Mutual Understanding: A Moderation Tool for the Online Climate Change Debate.
Cedric Waterschoot, Ernst van den Hemel, Antal van den Bosch
2022Detecting Suicide Risk in Online Counseling Services: A Study in a Low-Resource Language.
Amir Bialer, Daniel Izmaylov, Avi Segal, Oren Tsur, Yossi Levi-Belz, Kobi Gal
2022DiaBiz.Kom - towards a Polish Dialogue Act Corpus Based on ISO 24617-2 Standard.
Marcin Oleksy, Jan Wieczorek, Dorota Druzylowska, Julia Klyus, Aleksandra Domogala, Krzysztof Hwaszcz, Hanna Kedzierska, Daria Mikos, Anita Wróz
2022DialAug: Mixing up Dialogue Contexts in Contrastive Learning for Robust Conversational Modeling.
Lahari Poddar, Peiyao Wang, Julia Reinspach
2022DialMed: A Dataset for Dialogue-based Medication Recommendation.
Zhenfeng He, Yuqiang Han, Zhenqiu Ouyang, Wei Gao, Hongxu Chen, Guandong Xu, Jian Wu
2022Dialo-AP: A Dependency Parsing Based Argument Parser for Dialogues.
Sougata Saha, Souvik Das, Rohini K. Srihari
2022DialogueEIN: Emotion Interaction Network for Dialogue Affective Analysis.
Yuchen Liu, Jinming Zhao, Jingwen Hu, Ruichen Li, Qin Jin
2022Different Data, Different Modalities! Reinforced Data Splitting for Effective Multimodal Information Extraction from Social Media Posts.
Bo Xu, Shizhou Huang, Ming Du, Hongya Wang, Hui Song, Chaofeng Sha, Yanghua Xiao
2022Distribution Calibration for Out-of-Domain Detection with Bayesian Approximation.
Yanan Wu, Zhiyuan Zeng, Keqing He, Yutao Mou, Pei Wang, Weiran Xu
2022Diverse Multi-Answer Retrieval with Determinantal Point Processes.
Poojitha Nandigam, Nikhil Rayaprolu, Manish Shrivastava
2022Diversifying Neural Text Generation with Part-of-Speech Guided Softmax and Sampling.
Zhixian Yang, Pengxuan Xu, Xiaojun Wan
2022Do Language Models Make Human-like Predictions about the Coreferents of Italian Anaphoric Zero Pronouns?
James A. Michaelov, Benjamin K. Bergen
2022DoSEA: A Domain-specific Entity-aware Framework for Cross-Domain Named Entity Recogition.
Minghao Tang, Peng Zhang, Yongquan He, Yongxiu Xu, Chengpeng Chao, Hongbo Xu
2022Doc-GCN: Heterogeneous Graph Convolutional Networks for Document Layout Analysis.
Siwen Luo, Yihao Ding, Siqu Long, Josiah Poon, Soyeon Caren Han
2022DocQueryNet: Value Retrieval with Arbitrary Queries for Form-like Documents.
Mingfei Gao, Le Xue, Chetan Ramaiah, Chen Xing, Ran Xu, Caiming Xiong
2022Document-Level Relation Extraction via Pair-Aware and Entity-Enhanced Representation Learning.
Xiusheng Huang, Hang Yang, Yubo Chen, Jun Zhao, Kang Liu, Weijian Sun, Zuyu Zhao
2022Document-level Biomedical Relation Extraction Based on Multi-Dimensional Fusion Information and Multi-Granularity Logical Reasoning.
Lishuang Li, Ruiyuan Lian, Hongbin Lu, Jingyao Tang
2022Document-level Event Factuality Identification via Machine Reading Comprehension Frameworks with Transfer Learning.
Zhong Qian, Heng Zhang, Peifeng Li, Qiaoming Zhu, Guodong Zhou
2022Does BERT Recognize an Agent? Modeling Dowty's Proto-Roles with Contextual Embeddings.
Mattia Proietti, Gianluca Lebani, Alessandro Lenci
2022Does BERT Rediscover a Classical NLP Pipeline?
Jingcheng Niu, Wenjie Lu, Gerald Penn
2022Does GPT-3 Generate Empathetic Dialogues? A Novel In-Context Example Selection Method and Automatic Evaluation Metric for Empathetic Dialogue Generation.
Young-Jun Lee, Chae-Gyun Lim, Ho-Jin Choi
2022Does Meta-learning Help mBERT for Few-shot Question Generation in a Cross-lingual Transfer Setting for Indic Languages?
Aniruddha Roy, Rupak Kumar Thakur, Isha Sharma, Ashim Gupta, Amrith Krishna, Sudeshna Sarkar, Pawan Goyal
2022Domain Adaptation for Question Answering via Question Classification.
Zhenrui Yue, Huimin Zeng, Ziyi Kou, Lanyu Shang, Dong Wang
2022Domain Classification-based Source-specific Term Penalization for Domain Adaptation in Hate-speech Detection.
Tulika Bose, Nikolaos Aletras, Irina Illina, Dominique Fohr
2022Domain Generalization for Text Classification with Memory-Based Supervised Contrastive Learning.
Qingyu Tan, Ruidan He, Lidong Bing, Hwee Tou Ng
2022Domain- and Task-Adaptation for VaccinChatNL, a Dutch COVID-19 FAQ Answering Corpus and Classification Model.
Jeska Buhmann, Maxime De Bruyn, Ehsan Lotfi, Walter Daelemans
2022Domain-Specific NER via Retrieving Correlated Samples.
Xin Zhang, Yong Jiang, Xiaobin Wang, Xuming Hu, Yueheng Sun, Pengjun Xie, Meishan Zhang
2022Don't Judge a Language Model by Its Last Layer: Contrastive Learning with Layer-Wise Attention Pooling.
Dongsuk Oh, Yejin Kim, Hodong Lee, H. Howie Huang, Heuiseok Lim
2022DoubleMix: Simple Interpolation-Based Data Augmentation for Text Classification.
Hui Chen, Wei Han, Diyi Yang, Soujanya Poria
2022Dual Capsule Attention Mask Network with Mutual Learning for Visual Question Answering.
Weidong Tian, Haodong Li, Zhong-Qiu Zhao
2022DynGL-SDP: Dynamic Graph Learning for Semantic Dependency Parsing.
Bin Li, Miao Gao, Yunlong Fan, Yikemaiti Sataer, Zhiqiang Gao, Yaocheng Gui
2022Dynamic Dialogue Policy for Continual Reinforcement Learning.
Christian Geishauser, Carel van Niekerk, Hsien-Chin Lin, Nurul Lubis, Michael Heck, Shutong Feng, Milica Gasic
2022Dynamic Nonlinear Mixup with Distance-based Sample Selection.
Shaokang Zhang, Lei Jiang, Jianlong Tan
2022Dynamic Position Encoding for Transformers.
Joyce Zheng, Mehdi Rezagholizadeh, Peyman Passban
2022Dynamic Relevance Graph Network for Knowledge-Aware Question Answering.
Chen Zheng, Parisa Kordjamshidi
2022E-VarM: Enhanced Variational Word Masks to Improve the Interpretability of Text Classification Models.
Ling Ge, Chunming Hu, Guanghui Ma, Junshuang Wu, Junfan Chen, Jihong Liu, Hong Zhang, Wenyi Qin, Richong Zhang
2022EM-PERSONA: EMotion-assisted Deep Neural Framework for PERSONAlity Subtyping from Suicide Notes.
Soumitra Ghosh, Dhirendra Kumar Maurya, Asif Ekbal, Pushpak Bhattacharyya
2022ERGO: Event Relational Graph Transformer for Document-level Event Causality Identification.
Meiqi Chen, Yixin Cao, Kunquan Deng, Mukai Li, Kun Wang, Jing Shao, Yan Zhang
2022ESimCSE: Enhanced Sample Building Method for Contrastive Learning of Unsupervised Sentence Embedding.
Xing Wu, Chaochen Gao, Liangjun Zang, Jizhong Han, Zhongyuan Wang, Songlin Hu
2022ET5: A Novel End-to-end Framework for Conversational Machine Reading Comprehension.
Xiao Zhang, Heyan Huang, Zewen Chi, Xian-Ling Mao
2022Effect of Post-processing on Contextualized Word Representations.
Hassan Sajjad, Firoj Alam, Fahim Dalvi, Nadir Durrani
2022Effective Data Augmentation for Sentence Classification Using One VAE per Class.
Frédéric Piedboeuf, Philippe Langlais
2022Efficient Multilingual Multi-modal Pre-training through Triple Contrastive Loss.
Youhan Lee, Kyungtae Lim, Woonhyuk Baek, Byungseok Roh, Saehoon Kim
2022Emergence of Hierarchical Reference Systems in Multi-agent Communication.
Xenia Ohmer, Marko Duda, Elia Bruni
2022EmoMent: An Emotion Annotated Mental Health Corpus from Two South Asian Countries.
Thushari Atapattu, Mahen Herath, Charitha Elvitigala, Piyanjali de Zoysa, Kasun Gunawardana, Menasha Thilakaratne, Kasun De Zoysa, Katrina Falkner
2022Emotion Enriched Retrofitted Word Embeddings.
Sapan Shah, Sreedhar Reddy, Pushpak Bhattacharyya
2022End-to-End Neural Bridging Resolution.
Hideo Kobayashi, Yufang Hou, Vincent Ng
2022End-to-end Dense Video Captioning as Sequence Generation.
Wanrong Zhu, Bo Pang, Ashish V. Thapliyal, William Yang Wang, Radu Soricut
2022Enhancing Contextual Word Representations Using Embedding of Neighboring Entities in Knowledge Graphs.
Ryoko Tokuhisa, Keisuke Kawano, Akihiro Nakamura, Satoshi Koide
2022Enhancing Pre-trained Models with Text Structure Knowledge for Question Generation.
Zichen Wu, Xin Jia, Fanyi Qu, Yunfang Wu
2022Enhancing Structure-aware Encoder with Extremely Limited Data for Graph-based Dependency Parsing.
Yuanhe Tian, Yan Song, Fei Xia
2022Enhancing Task-Specific Distillation in Small Data Regimes through Language Generation.
Husam Quteineh, Spyridon Samothrakis, Richard F. E. Sutcliffe
2022Entity-Level Sentiment Analysis (ELSA): An Exploratory Task Survey.
Egil Rønningstad, Erik Velldal, Lilja Øvrelid
2022Equivariant Transduction through Invariant Alignment.
Jennifer C. White, Ryan Cotterell
2022Establishing Annotation Quality in Multi-label Annotations.
Marian Marchal, Merel C. J. Scholman, Frances Yung, Vera Demberg
2022Eureka: Neural Insight Learning for Knowledge Graph Reasoning.
Alex X. Zhang, Xun Liang, Bo Wu, Xiangping Zheng, Sensen Zhang, Yuhui Guo, Jun Wang, Xinyao Liu
2022Evaluating Diversity of Multiword Expressions in Annotated Text.
Adam Lion-Bouton, Yagmur Ozturk, Agata Savary, Jean-Yves Antoine
2022Evaluating Word Embeddings in Extremely Under-Resourced Languages: A Case Study in Bribri.
Rolando Coto-Solano
2022Evaluating and Mitigating Inherent Linguistic Bias of African American English through Inference.
Jamell Dacon, Haochen Liu, Jiliang Tang
2022Evaluating the Performance of Transformer-based Language Models for Neuroatypical Language.
Duanchen Liu, Zoey Liu, Qingyun Yang, Yujing Huang, Emily Prud'hommeaux
2022Event Causality Extraction with Event Argument Correlations.
Shiyao Cui, Jiawei Sheng, Xin Cong, Quangang Li, Tingwen Liu, Jinqiao Shi
2022Event Causality Identification via Derivative Prompt Joint Learning.
Shirong Shen, Heng Zhou, Tongtong Wu, Guilin Qi
2022Event Detection with Dual Relational Graph Attention Networks.
Jiaxin Mi, Po Hu, Peng Li
2022Event Extraction in Video Transcripts.
Amir Pouran Ben Veyseh, Viet Dac Lai, Franck Dernoncourt, Thien Huu Nguyen
2022Evons: A Dataset for Fake and Real News Virality Analysis and Prediction.
Kriste Krstovski, Angela Soomin Ryu, Bruce Kogut
2022Exploiting Hybrid Semantics of Relation Paths for Multi-hop Question Answering over Knowledge Graphs.
Zile Qiao, Wei Ye, Tong Zhang, Tong Mo, Weiping Li, Shikun Zhang
2022Exploiting Sentiment and Common Sense for Zero-shot Stance Detection.
Yun Luo, Zihan Liu, Yuefeng Shi, Stan Z. Li, Yue Zhang
2022Exploiting Unlabeled Data for Target-Oriented Opinion Words Extraction.
Yidong Wang, Hao Wu, Ao Liu, Wenxin Hou, Zhen Wu, Jindong Wang, Takahiro Shinozaki, Manabu Okumura, Yue Zhang
2022Exploring Label Hierarchy in a Generative Way for Hierarchical Text Classification.
Wei Huang, Chen Liu, Bo Xiao, Yihua Zhao, Zhaoming Pan, Zhimin Zhang, Xinyun Yang, Guiquan Liu
2022Exploring Semantic Spaces for Detecting Clustering and Switching in Verbal Fluency.
Özge Alaçam, Simeon Schüz, Martin Wegrzyn, Johanna Kißler, Sina Zarrieß
2022Extracting a Knowledge Base of COVID-19 Events from Social Media.
Shi Zong, Ashutosh Baheti, Wei Xu, Alan Ritter
2022Extractive Summarisation for German-language Data: A Text-level Approach with Discourse Features.
Freya Hewett, Manfred Stede
2022FactMix: Using a Few Labeled In-domain Examples to Generalize to Cross-domain Named Entity Recognition.
Linyi Yang, Lifan Yuan, Leyang Cui, Wenyang Gao, Yue Zhang
2022Fashioning Local Designs from Generic Speech Technologies in an Australian Aboriginal Community.
Éric Le Ferrand, Steven Bird, Laurent Besacier
2022Fast and Accurate End-to-End Span-based Semantic Role Labeling as Word-based Graph Parsing.
Shilin Zhou, Qingrong Xia, Zhenghua Li, Yu Zhang, Yu Hong, Min Zhang
2022FeatureBART: Feature Based Sequence-to-Sequence Pre-Training for Low-Resource NMT.
Abhisek Chakrabarty, Raj Dabre, Chenchen Ding, Hideki Tanaka, Masao Utiyama, Eiichiro Sumita
2022Few Clean Instances Help Denoising Distant Supervision.
Yufang Liu, Ziyin Huang, Yijun Wang, Changzhi Sun, Man Lan, Yuanbin Wu, Xiaofeng Mou, Ding Wang
2022Few-Shot Pidgin Text Adaptation via Contrastive Fine-Tuning.
Ernie Chang, Jesujoba O. Alabi, David Ifeoluwa Adelani, Vera Demberg
2022Few-Shot Table Understanding: A Benchmark Dataset and Pre-Training Baseline.
Ruixue Liu, Shaozu Yuan, Aijun Dai, Lei Shen, Tiangang Zhu, Meng Chen, Xiaodong He
2022Few-shot Named Entity Recognition with Entity-level Prototypical Network Enhanced by Dispersedly Distributed Prototypes.
Bin Ji, Shasha Li, Shaoduo Gan, Jie Yu, Jun Ma, Huijun Liu, Jing Yang
2022Few-shot Table-to-text Generation with Prefix-Controlled Generator.
Yutao Luo, Menghua Lu, Gongshen Liu, Shilin Wang
2022Find the Funding: Entity Linking with Incomplete Funding Knowledge Bases.
Gizem Aydin, Seyed Amin Tabatabaei, George Tsatsaronis, Faegheh Hasibi
2022Finding Influential Instances for Distantly Supervised Relation Extraction.
Zifeng Wang, Rui Wen, Xi Chen, Shao-Lun Huang, Ningyu Zhang, Yefeng Zheng
2022Flat Multi-modal Interaction Transformer for Named Entity Recognition.
Junyu Lu, Dixiang Zhang, Jiaxing Zhang, Pingjian Zhang
2022Focus-Driven Contrastive Learning for Medical Question Summarization.
Ming Zhang, Shuai Dou, Ziyang Wang, Yunfang Wu
2022From Polarity to Intensity: Mining Morality from Semantic Space.
Chunxu Zhao, Pengyuan Liu, Dong Yu
2022Frontmatter.
2022GAP: A Graph-aware Language Model Framework for Knowledge Graph-to-Text Generation.
Anthony M. Colas, Mehrdad Alvandipour, Daisy Zhe Wang
2022GLAF: Global-to-Local Aggregation and Fission Network for Semantic Level Fact Verification.
Zhiyuan Ma, Jianjun Li, Guohui Li, Yongjing Cheng
2022GRASP: Guiding Model with RelAtional Semantics Using Prompt for Dialogue Relation Extraction.
Junyoung Son, Jinsung Kim, Jungwoo Lim, Heuiseok Lim
2022GRAVL-BERT: Graphical Visual-Linguistic Representations for Multimodal Coreference Resolution.
Danfeng Guo, Arpit Gupta, Sanchit Agarwal, Jiun-Yu Kao, Shuyang Gao, Arijit Biswas, Chien-Wei Lin, Tagyoung Chung, Mohit Bansal
2022GRETEL: Graph Contrastive Topic Enhanced Language Model for Long Document Extractive Summarization.
Qianqian Xie, Jimin Huang, Tulika Saha, Sophia Ananiadou
2022Gated Mechanism Enhanced Multi-Task Learning for Dialog Routing.
Ziming Huang, Zhuoxuan Jiang, Ke Wang, Juntao Li, Shanshan Feng, Xian-Ling Mao
2022Generalizable Implicit Hate Speech Detection Using Contrastive Learning.
Youngwook Kim, Shinwoo Park, Yo-Sub Han
2022Generalized Intent Discovery: Learning from Open World Dialogue System.
Yutao Mou, Keqing He, Yanan Wu, Pei Wang, Jingang Wang, Wei Wu, Yi Huang, Junlan Feng, Weiran Xu
2022Generate-and-Retrieve: Use Your Predictions to Improve Retrieval for Semantic Parsing.
Yury Zemlyanskiy, Michiel de Jong, Joshua Ainslie, Panupong Pasupat, Peter Shaw, Linlu Qiu, Sumit Sanghai, Fei Sha
2022Generating Temporally-ordered Event Sequences via Event Optimal Transport.
Bo Zhou, Yubo Chen, Kang Liu, Jun Zhao, Jiexin Xu, Xiaojian Jiang, Qiuxia Li
2022Generation of Patient After-Visit Summaries to Support Physicians.
Pengshan Cai, Fei Liu, Adarsha Bajracharya, Joe Sills, Alok Kapoor, Weisong Liu, Dan Berlowitz, David A. Levy, Richeek Pradhan, Hong Yu
2022Generic Overgeneralization in Pre-trained Language Models.
Sello Ralethe, Jan Buys
2022Gestures Are Used Rationally: Information Theoretic Evidence from Neural Sequential Models.
Yang Xu, Yang Cheng, Riya Bhatia
2022Global Readiness of Language Technology for Healthcare: What Would It Take to Combat the Next Pandemic?
Ishani Mondal, Kabir Ahuja, Mohit Jain, Jacki O'Neill, Kalika Bali, Monojit Choudhury
2022GraDA: Graph Generative Data Augmentation for Commonsense Reasoning.
Adyasha Maharana, Mohit Bansal
2022Grammatical Error Correction: Are We There Yet?
Muhammad Reza Qorib, Hwee Tou Ng
2022Graph-to-Text Generation with Dynamic Structure Pruning.
Liang Li, Ruiying Geng, Bowen Li, Can Ma, Yinliang Yue, Binhua Li, Yongbin Li
2022HCLD: A Hierarchical Framework for Zero-shot Cross-lingual Dialogue System.
Zhanyu Ma, Jian Ye, Xurui Yang, Jianfeng Liu
2022HG2Vec: Improved Word Embeddings from Dictionary and Thesaurus Based Heterogeneous Graph.
Qitong Wang, Mohammed J. Zaki
2022Harnessing Abstractive Summarization for Fact-Checked Claim Detection.
Varad Bhatnagar, Diptesh Kanojia, Kameswari Chebrolu
2022HeterGraphLongSum: Heterogeneous Graph Neural Network with Passage Aggregation for Extractive Long Document Summarization.
Tuan-Anh Phan, Ngoc-Dung Ngoc Nguyen, Khac-Hoai Nam Bui
2022Hierarchical Attention Network for Explainable Depression Detection on Twitter Aided by Metaphor Concept Mappings.
Sooji Han, Rui Mao, Erik Cambria
2022Hierarchical Information Matters: Text Classification via Tree Based Graph Neural Network.
Chong Zhang, He Zhu, Xingyu Peng, Junran Wu, Ke Xu
2022Hierarchical Representation-based Dynamic Reasoning Network for Biomedical Question Answering.
Jianguo Mao, Jiyuan Zhang, Zengfeng Zeng, Weihua Peng, Wenbin Jiang, Xiangdong Wang, Hong Liu, Yajuan Lyu
2022How about Time? Probing a Multilingual Language Model for Temporal Relations.
Tommaso Caselli, Irene Dini, Felice Dell'Orletta
2022How to Adapt Pre-trained Vision-and-Language Models to a Text-only Input?
Lovisa Hagström, Richard Johansson
2022How to Find Strong Summary Coherence Measures? A Toolbox and a Comparative Study for Summary Coherence Measure Evaluation.
Julius Steen, Katja Markert
2022How to Parse a Creole: When Martinican Creole Meets French.
Ludovic Mompelat, Daniel Dakota, Sandra Kübler
2022Human-in-the-loop Robotic Grasping Using BERT Scene Representation.
Yaoxian Song, Penglei Sun, Pengfei Fang, Linyi Yang, Yanghua Xiao, Yue Zhang
2022IMCI: Integrate Multi-view Contextual Information for Fact Extraction and Verification.
Hao Wang, Yangguang Li, Zhen Huang, Yong Dou
2022IMPARA: Impact-Based Metric for GEC Using Parallel Data.
Koki Maeda, Masahiro Kaneko, Naoaki Okazaki
2022Improving Abstractive Dialogue Summarization with Speaker-Aware Supervised Contrastive Learning.
Zhichao Geng, Ming Zhong, Zhangyue Yin, Xipeng Qiu, Xuanjing Huang
2022Improving Both Domain Robustness and Domain Adaptability in Machine Translation.
Wen Lai, Jindrich Libovický, Alexander Fraser
2022Improving Code-switched ASR with Linguistic Information.
Jie Chi, Peter Bell
2022Improving Commonsense Contingent Reasoning by Pseudo-data and Its Application to the Related Tasks.
Kazumasa Omura, Sadao Kurohashi
2022Improving Continual Relation Extraction through Prototypical Contrastive Learning.
Chengwei Hu, Deqing Yang, Haoliang Jin, Zhen Chen, Yanghua Xiao
2022Improving Deep Embedded Clustering via Learning Cluster-level Representations.
Qing Yin, Zhihua Wang, Yunya Song, Richard Yida Xu, Shuai Niu, Liang Bai, Yike Guo, Xian Yang
2022Improving Fake News Detection of Influential Domain via Domain- and Instance-Level Transfer.
Qiong Nan, Danding Wang, Yongchun Zhu, Qiang Sheng, Yuhui Shi, Juan Cao, Jintao Li
2022Improving Low-resource RRG Parsing with Cross-lingual Self-training.
Kilian Evang, Laura Kallmeyer, Jakub Waszczuk, Kilu von Prince, Tatiana Bladier, Simon Petitjean
2022Improving Non-Autoregressive Neural Machine Translation via Modeling Localness.
Yong Wang, Xinwei Geng
2022Improving Top-K Decoding for Non-Autoregressive Semantic Parsing via Intent Conditioning.
Geunseob Oh, Rahul Goel, Chris Hidey, Shachi Paul, Aditya Gupta, Pararth Shah, Rushin Shah
2022Improving Zero-Shot Entity Linking Candidate Generation with Ultra-Fine Entity Type Information.
Xuhui Sui, Ying Zhang, Kehui Song, Baohang Zhou, Guoqing Zhao, Xin Wei, Xiaojie Yuan
2022Improving Zero-Shot Multilingual Text Generation via Iterative Distillation.
Ernie Chang, Alex Marin, Vera Demberg
2022In-the-Wild Video Question Answering.
Santiago Castro, Naihao Deng, Pingxuan Huang, Mihai Burzo, Rada Mihalcea
2022Incorporating Casual Analysis into Diversified and Logical Response Generation.
Jiayi Liu, Wei Wei, Zhixuan Chu, Xing Gao, Ji Zhang, Tan Yan, Yulin Kang
2022Incorporating Instructional Prompts into a Unified Generative Framework for Joint Multiple Intent Detection and Slot Filling.
Yangjun Wu, Han Wang, Dongxiang Zhang, Gang Chen, Hao Zhang
2022Incremental Prompting: Episodic Memory Prompt for Lifelong Event Detection.
Minqian Liu, Shiyu Chang, Lifu Huang
2022InferES : A Natural Language Inference Corpus for Spanish Featuring Negation-Based Contrastive and Adversarial Examples.
Venelin Kovatchev, Mariona Taulé
2022Informative Language Representation Learning for Massively Multilingual Neural Machine Translation.
Renren Jin, Deyi Xiong
2022Interactive Post-Editing for Verbosity Controlled Translation.
Prabhakar Gupta, Anil Nelakanti, Grant M. Berry, Abhishek Sharma
2022Investigating the Performance of Transformer-Based NLI Models on Presuppositional Inferences.
Jad Kabbara, Jackie Chi Kit Cheung
2022Iterative Constrained Back-Translation for Unsupervised Domain Adaptation of Machine Translation.
Hongxiao Zhang, Hui Huang, Jiale Gao, Yufeng Chen, Jinan Xu, Jian Liu
2022Iterative Span Selection: Self-Emergence of Resolving Orders in Semantic Role Labeling.
Shuhei Kurita, Hiroki Ouchi, Kentaro Inui, Satoshi Sekine
2022JPG - Jointly Learn to Align: Automated Disease Prediction and Radiology Report Generation.
Jingyi You, Dongyuan Li, Manabu Okumura, Kenji Suzuki
2022Joint Alignment of Multi-Task Feature and Label Spaces for Emotion Cause Pair Extraction.
Shunjie Chen, Xiaochuan Shi, Jingye Li, Shengqiong Wu, Hao Fei, Fei Li, Donghong Ji
2022Joint Goal Segmentation and Goal Success Prediction on Multi-Domain Conversations.
Meiguo Wang, Benjamin Z. Yao, Bin Guo, Xiaohu Liu, Yu Zhang, Tuan-Hung Pham, Chenlei Guo
2022Joint Language Semantic and Structure Embedding for Knowledge Graph Completion.
Jianhao Shen, Chenguang Wang, Linyuan Gong, Dawn Song
2022K-MHaS: A Multi-label Hate Speech Detection Dataset in Korean Online News Comment.
Jean Lee, Taejun Lim, Heejun Lee, Bogeun Jo, Yang Sok Kim, Hee-Geun Yoon, Soyeon Caren Han
2022KC-ISA: An Implicit Sentiment Analysis Model Combining Knowledge Enhancement and Context Features.
Minghao Xu, Daling Wang, Shi Feng, Zhenfei Yang, Yifei Zhang
2022KGE-CL: Contrastive Learning of Tensor Decomposition Based Knowledge Graph Embeddings.
Zhiping Luo, Wentao Xu, Weiqing Liu, Jiang Bian, Jian Yin, Tie-Yan Liu
2022KHANQ: A Dataset for Generating Deep Questions in Education.
Huanli Gong, Liangming Pan, Hengchang Hu
2022KNOT: Knowledge Distillation Using Optimal Transport for Solving NLP Tasks.
Rishabh Bhardwaj, Tushar Vaidya, Soujanya Poria
2022Key Mention Pairs Guided Document-Level Relation Extraction.
Feng Jiang, Jianwei Niu, Shasha Mo, Shengda Fan
2022Keyphrase Prediction from Video Transcripts: New Dataset and Directions.
Amir Pouran Ben Veyseh, Quan Hung Tran, Seunghyun Yoon, Varun Manjunatha, Hanieh Deilamsalehy, Rajiv Jain, Trung Bui, Walter Chang, Franck Dernoncourt, Thien Huu Nguyen
2022KiPT: Knowledge-injected Prompt Tuning for Event Detection.
Haochen Li, Tong Mo, Hongcheng Fan, Jingkun Wang, Jiaxi Wang, Fuhao Zhang, Weiping Li
2022Knowledge Distillation with Reptile Meta-Learning for Pretrained Language Model Compression.
Xinge Ma, Jin Wang, Liang-Chih Yu, Xuejie Zhang
2022Knowledge Is Flat: A Seq2Seq Generative Framework for Various Knowledge Graph Completion.
Chen Chen, Yufei Wang, Bing Li, Kwok-Yan Lam
2022KoBEST: Korean Balanced Evaluation of Significant Tasks.
Myeongjun Jang, Dohyung Kim, Deuk Sin Kwon, Eric Davis
2022KoCHET: A Korean Cultural Heritage Corpus for Entity-related Tasks.
Gyeongmin Kim, Jinsung Kim, Junyoung Son, Heuiseok Lim
2022LEGO-ABSA: A Prompt-based Task Assemblable Unified Generative Framework for Multi-task Aspect-based Sentiment Analysis.
Tianhao Gao, Jun Fang, Hanyu Liu, Zhiyuan Liu, Chao Liu, Pengzhang Liu, Yongjun Bao, Weipeng Yan
2022LFKQG: A Controlled Generation Framework with Local Fine-tuning for Question Generation over Knowledge Bases.
Zichu Fei, Xin Zhou, Tao Gui, Qi Zhang, Xuanjing Huang
2022LIME: Weakly-Supervised Text Classification without Seeds.
Seongmin Park, Jihwa Lee
2022LINGUIST: Language Model Instruction Tuning to Generate Annotated Utterances for Intent Classification and Slot Tagging.
Andy Rosenbaum, Saleh Soltan, Wael Hamza, Yannick Versley, Markus Boese
2022LOViS: Learning Orientation and Visual Signals for Vision and Language Navigation.
Yue Zhang, Parisa Kordjamshidi
2022Label Smoothing for Text Mining.
Peiyang Liu, Xiangyu Xi, Wei Ye, Shikun Zhang
2022Language Acquisition through Intention Reading and Pattern Finding.
Jens Nevens, Jonas Doumen, Paul Van Eecke, Katrien Beuls
2022Language Branch Gated Multilingual Neural Machine Translation.
Haoran Sun, Deyi Xiong
2022Language-Independent Approach for Morphological Disambiguation.
Alymzhan Toleu, Gulmira Tolegen, Rustam Mussabayev
2022Language-specific Effects on Automatic Speech Recognition Errors for World Englishes.
June Choe, Yiran Chen, May Pik Yu Chan, Aini Li, Xin Gao, Nicole R. Holliday
2022Large Sequence Representation Learning via Multi-Stage Latent Transformers.
Ionut-Catalin Sandu, Daniel Voinea, Alin-Ionut Popa
2022Layer or Representation Space: What Makes BERT-based Evaluation Metrics Robust?
Doan Nam Long Vu, Nafise Sadat Moosavi, Steffen Eger
2022LayerConnect: Hypernetwork-Assisted Inter-Layer Connector to Enhance Parameter Efficiency.
Haoxiang Shi, Rongsheng Zhang, Jiaan Wang, Cen Wang, Yinhe Zheng, Tetsuya Sakai
2022Learn2Weight: Parameter Adaptation against Similar-domain Adversarial Attacks.
Siddhartha Datta
2022Learnable Dependency-based Double Graph Structure for Aspect-based Sentiment Analysis.
Yinglong Ma, Yunhe Pang
2022Learning Decoupled Retrieval Representation for Nearest Neighbour Neural Machine Translation.
Qiang Wang, Rongxiang Weng, Ming Chen
2022Learning Hierarchy-Aware Quaternion Knowledge Graph Embeddings with Representing Relations as 3D Rotations.
Jinfa Yang, Xianghua Ying, Yongjie Shi, Xin Tong, Ruibin Wang, Taiyan Chen, Bowei Xing
2022Learning from Adjective-Noun Pairs: A Knowledge-enhanced Framework for Target-Oriented Multimodal Sentiment Classification.
Fei Zhao, Zhen Wu, Siyu Long, Xinyu Dai, Shujian Huang, Jiajun Chen
2022Learning to Focus on the Foreground for Temporal Sentence Grounding.
Daizong Liu, Wei Hu
2022Learning to Generate Explanation from e-Hospital Services for Medical Suggestion.
Wei-Lin Chen, An-Zi Yen, Hen-Hsen Huang, Hsin-Hsi Chen
2022Learning to Improve Persona Consistency in Multi-party Dialogue Generation via Text Knowledge Enhancement.
Dongshi Ju, Shi Feng, Pengcheng Lv, Daling Wang, Yifei Zhang
2022Less Is Better: Recovering Intended-Feature Subspace to Robustify NLU Models.
Ting Wu, Tao Gui
2022LightNER: A Lightweight Tuning Paradigm for Low-resource NER via Pluggable Prompting.
Xiang Chen, Lei Li, Shumin Deng, Chuanqi Tan, Changliang Xu, Fei Huang, Luo Si, Huajun Chen, Ningyu Zhang
2022Linguistically Motivated Features for Classifying Shorter Text into Fiction and Non-Fiction Genre.
Arman Kazmi, Sidharth Ranjan, Arpit Sharma, Rajakrishnan Rajkumar
2022Linguistically-Motivated Yorùbá-English Machine Translation.
Ife Adebara, Muhammad Abdul-Mageed, Miikka Silfverberg
2022LipKey: A Large-Scale News Dataset for Absent Keyphrases Generation and Abstractive Summarization.
Fajri Koto, Timothy Baldwin, Jey Han Lau
2022Locally Distributed Activation Vectors for Guided Feature Attribution.
Housam Khalifa Bashier Babiker, Mi-Young Kim, Randy Goebel
2022Locate Then Ask: Interpretable Stepwise Reasoning for Multi-hop Question Answering.
Siyuan Wang, Zhongyu Wei, Zhihao Fan, Qi Zhang, Xuanjing Huang
2022Logical Form Generation via Multi-task Learning for Complex Question Answering over Knowledge Bases.
Xixin Hu, Xuan Wu, Yiheng Shu, Yuzhong Qu
2022MACRONYM: A Large-Scale Dataset for Multilingual and Multi-Domain Acronym Extraction.
Amir Pouran Ben Veyseh, Nicole Meister, Seunghyun Yoon, Rajiv Jain, Franck Dernoncourt, Thien Huu Nguyen
2022MCS: An In-battle Commentary System for MOBA Games.
Xiaofeng Qi, Chao Li, Zhongping Liang, Jigang Liu, Cheng Zhang, Yuanxin Wei, Lin Yuan, Guang Yang, Lanxiao Huang, Min Li
2022MECI: A Multilingual Dataset for Event Causality Identification.
Viet Dac Lai, Amir Pouran Ben Veyseh, Minh Van Nguyen, Franck Dernoncourt, Thien Huu Nguyen
2022MICO: Selective Search with Mutual Information Co-training.
Zhanyu Wang, Xiao Zhang, Hyokun Yun, Choon Hui Teo, Trishul Chilimbi
2022Machine Reading, Fast and Slow: When Do Models "Understand" Language?
Sagnik Ray Choudhury, Anna Rogers, Isabelle Augenstein
2022Making Parameter-efficient Tuning More Efficient: A Unified Framework for Classification Tasks.
Xin Zhou, Ruotian Ma, Yicheng Zou, Xuanting Chen, Tao Gui, Qi Zhang, Xuanjing Huang, Rui Xie, Wei Wu
2022MaxMatch-Dropout: Subword Regularization for WordPiece.
Tatsuya Hiraoka
2022Measuring Geographic Performance Disparities of Offensive Language Classifiers.
Brandon Lwowski, Paul Rad, Anthony Rios
2022Measuring Morphological Fusion Using Partial Information Decomposition.
Michaela Socolof, Jacob Louis Hoover, Richard Futrell, Alessandro Sordoni, Timothy J. O'Donnell
2022Measuring Robustness for NLP.
Yu Yu, Abdul Rafae Khan, Jia Xu
2022MedDistant19: Towards an Accurate Benchmark for Broad-Coverage Biomedical Relation Extraction.
Saadullah Amin, Pasquale Minervini, David Chang, Pontus Stenetorp, Guenter Neumann
2022Medical Question Understanding and Answering with Knowledge Grounding and Semantic Self-Supervision.
Khalil Mrini, Harpreet Singh, Franck Dernoncourt, Seunghyun Yoon, Trung Bui, Walter Chang, Emilia Farcas, Ndapa Nakashole
2022Mere Contrastive Learning for Cross-Domain Sentiment Analysis.
Yun Luo, Fang Guo, Zihan Liu, Yue Zhang
2022Meta-CQG: A Meta-Learning Framework for Complex Question Generation over Knowledge Bases.
Kun Zhang, Yunqi Qiu, Yuanzhuo Wang, Long Bai, Wei Li, Xuhui Jiang, Huawei Shen, Xueqi Cheng
2022MetaPrompting: Learning to Learn Better Prompts.
Yutai Hou, Hongyuan Dong, Xinghao Wang, Bohan Li, Wanxiang Che
2022MetaSLRCL: A Self-Adaptive Learning Rate and Curriculum Learning Based Framework for Few-Shot Text Classification.
Kailin Zhao, Xiaolong Jin, Saiping Guan, Jiafeng Guo, Xueqi Cheng
2022Metaphor Detection via Linguistics Enhanced Siamese Network.
Shenglong Zhang, Ying Liu
2022Metaphorical Polysemy Detection: Conventional Metaphor Meets Word Sense Disambiguation.
Rowan Hall Maudslay, Simone Teufel
2022Method Entity Extraction from Biomedical Texts.
Waqar Bin Kalim, Robert E. Mercer
2022Mind the Gap! Injecting Commonsense Knowledge for Abstractive Dialogue Summarization.
Seungone Kim, Se June Joo, Hyungjoo Chae, Chaehyeong Kim, Seung-won Hwang, Jinyoung Yeo
2022Mining Health-related Cause-Effect Statements with High Precision at Large Scale.
Ferdinand Schlatt, Dieter Bettin, Matthias Hagen, Benno Stein, Martin Potthast
2022Mintaka: A Complex, Natural, and Multilingual Dataset for End-to-End Question Answering.
Priyanka Sen, Alham Fikri Aji, Amir Saffari
2022Mitigating the Diminishing Effect of Elastic Weight Consolidation.
Canasai Kruengkrai, Junichi Yamagishi
2022MockingBERT: A Method for Retroactively Adding Resilience to NLP Models.
Jan Jezabek, Akash Singh
2022Modeling Aspect Correlation for Aspect-based Sentiment Analysis via Recurrent Inverse Learning Guidance.
Longfeng Li, Haifeng Sun, Qi Qi, Jingyu Wang, Jing Wang, Jianxin Liao
2022Modeling Hierarchical Reasoning Chains by Linking Discourse Units and Key Phrases for Reading Comprehension.
Jialin Chen, Zhuosheng Zhang, Hai Zhao
2022Modeling Intra- and Inter-Modal Relations: Hierarchical Graph Contrastive Learning for Multimodal Sentiment Analysis.
Zijie Lin, Bin Liang, Yunfei Long, Yixue Dang, Min Yang, Min Zhang, Ruifeng Xu
2022Modelling Commonsense Properties Using Pre-Trained Bi-Encoders.
Amit Gajbhiye, Luis Espinosa Anke, Steven Schockaert
2022Modelling Frequency, Attestation, and Corpus-Based Information with OntoLex-FrAC.
Christian Chiarcos, Elena Simona Apostol, Besim Kabashi, Ciprian-Octavian Truica
2022MonoByte: A Pool of Monolingual Byte-level Language Models.
Hugo Queiroz Abonizio, Leandro Rodrigues de Souza, Roberto A. Lotufo, Rodrigo Nogueira
2022MuCDN: Mutual Conversational Detachment Network for Emotion Recognition in Multi-Party Conversations.
Weixiang Zhao, Yanyan Zhao, Bing Qin
2022MuSeCLIR: A Multiple Senses and Cross-lingual Information Retrieval Dataset.
Wing Yan Li, Julie Weeds, David J. Weir
2022MulZDG: Multilingual Code-Switching Framework for Zero-shot Dialogue Generation.
Yongkang Liu, Shi Feng, Daling Wang, Yifei Zhang
2022Multi Graph Neural Network for Extractive Long Document Summarization.
Xuan-Dung Doan, Le-Minh Nguyen, Khac-Hoai Nam Bui
2022Multi-Attribute Controlled Text Generation with Contrastive-Generator and External-Discriminator.
Guisheng Liu, Yi Li, Yanqing Guo, Xiangyang Luo, Bo Wang
2022Multi-Document Scientific Summarization from a Knowledge Graph-Centric View.
Pancheng Wang, Shasha Li, Kunyuan Pang, Liangliang He, Dong Li, Jintao Tang, Ting Wang
2022Multi-Figurative Language Generation.
Huiyuan Lai, Malvina Nissim
2022Multi-Layer Pseudo-Siamese Biaffine Model for Dependency Parsing.
Ziyao Xu, Houfeng Wang, Bingdong Wang
2022Multi-Perspective Document Revision.
Mana Ihori, Hiroshi Sato, Tomohiro Tanaka, Ryo Masumura
2022Multi-Stage Framework with Refinement Based Point Set Registration for Unsupervised Bi-Lingual Word Alignment.
Silviu Vlad Oprea, Sourav Dutta, Haytham Assem
2022Multi-level Community-awareness Graph Neural Networks for Neural Machine Translation.
Binh P. Nguyen, Long Nguyen, Dien Dinh
2022Multi-modal Contrastive Representation Learning for Entity Alignment.
Zhenxi Lin, Ziheng Zhang, Meng Wang, Yinghui Shi, Xian Wu, Yefeng Zheng
2022Multi-view and Cross-view Brain Decoding.
Subba Reddy Oota, Jashn Arora, Manish Gupta, Raju S. Bapi
2022MultiCoNER: A Large-scale Multilingual Dataset for Complex Named Entity Recognition.
Shervin Malmasi, Anjie Fang, Besnik Fetahu, Sudipta Kar, Oleg Rokhlenko
2022Multilingual Word Sense Disambiguation with Unified Sense Representation.
Ying Su, Hongming Zhang, Yangqiu Song, Tong Zhang
2022Multilingual and Multimodal Topic Modelling with Pretrained Embeddings.
Elaine Zosa, Lidia Pivovarova
2022Multimodal Semi-supervised Learning for Disaster Tweet Classification.
Iustin Sirbu, Tiberiu Sosea, Cornelia Caragea, Doina Caragea, Traian Rebedea
2022NLG-Metricverse: An End-to-End Library for Evaluating Natural Language Generation.
Giacomo Frisoni, Antonella Carbonaro, Gianluca Moro, Andrea Zammarchi, Marco Avagnano
2022NSP-BERT: A Prompt-based Few-Shot Learner through an Original Pre-training Task - - Next Sentence Prediction.
Yi Sun, Yu Zheng, Chao Hao, Hangping Qiu
2022Natural Language Inference Prompts for Zero-shot Emotion Classification in Text across Corpora.
Flor Miriam Plaza del Arco, María Teresa Martín Valdivia, Roman Klinger
2022Negation, Coordination, and Quantifiers in Contextualized Language Models.
Aikaterini-Lida Kalouli, Rita Sevastjanova, Christin Beck, Maribel Romero
2022Nested Named Entity Recognition as Corpus Aware Holistic Structure Parsing.
Yifei Yang, Zuchao Li, Hai Zhao
2022Neuro-Symbolic Visual Dialog.
Adnen Abdessaied, Mihai Bâce, Andreas Bulling
2022New or Old? Exploring How Pre-Trained Language Models Represent Discourse Entities.
Sharid Loáiciga, Anne Beyer, David Schlangen
2022Noise Learning for Text Classification: A Benchmark.
Bo Liu, Wandi Xu, Yuejia Xiang, Xiaojun Wu, Lejian He, Bowen Zhang, Li Zhu
2022Noise-injected Consistency Training and Entropy-constrained Pseudo Labeling for Semi-supervised Extractive Summarization.
Yiming Wang, Qianren Mao, Junnan Liu, Weifeng Jiang, Hongdong Zhu, Jianxin Li
2022Noise-robust Cross-modal Interactive Learning with Text2Image Mask for Multi-modal Neural Machine Translation.
Junjie Ye, Junjun Guo, Yan Xiang, Kaiwen Tan, Zhengtao Yu
2022Noisy Label Regularisation for Textual Regression.
Yuxia Wang, Timothy Baldwin, Karin Verspoor
2022Nonparametric Forest-Structured Neural Topic Modeling.
Zhihong Zhang, Xuewen Zhang, Yanghui Rao
2022Noun Class Disambiguation in Runyankore and Related Languages.
Joan Byamugisha
2022Noun-MWP: Math Word Problems Meet Noun Answers.
Taehun Cha, Jaeheun Jung, Donghun Lee
2022Of Human Criteria and Automatic Metrics: A Benchmark of the Evaluation of Story Generation.
Cyril Chhun, Pierre Colombo, Fabian M. Suchanek, Chloé Clavel
2022Offensive Content Detection via Synthetic Code-Switched Text.
Cesa Salaam, Franck Dernoncourt, Trung Bui, Danda B. Rawat, Seunghyun Yoon
2022On the Complementarity between Pre-Training and Random-Initialization for Resource-Rich Machine Translation.
Changtong Zan, Liang Ding, Li Shen, Yu Cao, Weifeng Liu, Dacheng Tao
2022On the Nature of BERT: Correlating Fine-Tuning and Linguistic Competence.
Federica Merendi, Felice Dell'Orletta, Giulia Venturi
2022On the Role of Pre-trained Language Models in Word Ordering: A Case Study with BART.
Zebin Ou, Meishan Zhang, Yue Zhang
2022One Word, Two Sides: Traces of Stance in Contextualized Word Representations.
Aina Garí Soler, Matthieu Labeau, Chloé Clavel
2022One-Teacher and Multiple-Student Knowledge Distillation on Sentiment Classification.
Xiaoqin Chang, Sophia Yat Mei Lee, Suyang Zhu, Shoushan Li, Guodong Zhou
2022OneEE: A One-Stage Framework for Fast Overlapping and Nested Event Extraction.
Hu Cao, Jingye Li, Fangfang Su, Fei Li, Hao Fei, Shengqiong Wu, Bobo Li, Liang Zhao, Donghong Ji
2022Open-Domain Dialog Evaluation Using Follow-Ups Likelihood.
Maxime De Bruyn, Ehsan Lotfi, Jeska Buhmann, Walter Daelemans
2022OpticE: A Coherence Theory-Based Model for Link Prediction.
Xiangyu Gui, Feng Zhao, Langjunqing Jin, Hai Jin
2022Optimal Partial Transport Based Sentence Selection for Long-form Document Matching.
Weijie Yu, Liang Pang, Jun Xu, Bing Su, Zhenhua Dong, Ji-Rong Wen
2022Original Content Is All You Need! an Empirical Study on Leveraging Answer Summary for WikiHowQA Answer Selection Task.
Liang Wen, Juan Li, Houfeng Wang, Yingwei Luo, Xiaolin Wang, Xiaodong Zhang, Zhicong Cheng, Dawei Yin
2022Overcoming Language Priors in Visual Question Answering via Distinguishing Superficially Similar Instances.
Yike Wu, Yu Zhao, Shiwan Zhao, Ying Zhang, Xiaojie Yuan, Guoqing Zhao, Ning Jiang
2022PAEG: Phrase-level Adversarial Example Generation for Neural Machine Translation.
Juncheng Wan, Jian Yang, Shuming Ma, Dongdong Zhang, Weinan Zhang, Yong Yu, Zhoujun Li
2022PARSE: An Efficient Search Method for Black-box Adversarial Text Attacks.
Pengwei Zhan, Chao Zheng, Jing Yang, Yuxiang Wang, Liming Wang, Yang Wu, Yunjian Zhang
2022PCBERT: Parent and Child BERT for Chinese Few-shot NER.
Peichao Lai, Feiyang Ye, Lin Zhang, Zhiwei Chen, Yanggeng Fu, Yingjie Wu, Yilei Wang
2022PEPDS: A Polite and Empathetic Persuasive Dialogue System for Charity Donation.
Kshitij Mishra, Azlaan Mustafa Samad, Palak Totala, Asif Ekbal
2022PINEAPPLE: Personifying INanimate Entities by Acquiring Parallel Personification Data for Learning Enhanced Generation.
Sedrick Scott Keh, Kevin Lu, Varun Gangal, Steven Y. Feng, Harsh Jhamtani, Malihe Alikhani, Eduard H. Hovy
2022PSP: Pre-trained Soft Prompts for Few-Shot Abstractive Summarization.
Xiaochen Liu, Yang Gao, Yu Bai, Jiawei Li, Yinan Hu, Heyan Huang, Boxing Chen
2022PSSAT: A Perturbed Semantic Structure Awareness Transferring Method for Perturbation-Robust Slot Filling.
Guanting Dong, Daichi Guo, Liwen Wang, Xuefeng Li, Zechen Wang, Chen Zeng, Keqing He, Jinzheng Zhao, Hao Lei, Xinyue Cui, Yi Huang, Junlan Feng, Weiran Xu
2022Pan More Gold from the Sand: Refining Open-domain Dialogue Training with Noisy Self-Retrieval Generation.
Yihe Wang, Yitong Li, Yasheng Wang, Fei Mi, Pingyi Zhou, Xin Wang, Jin Liu, Xin Jiang, Qun Liu
2022ParaZh-22M: A Large-Scale Chinese Parabank via Machine Translation.
Wenjie Hao, Hongfei Xu, Deyi Xiong, Hongying Zan, Lingling Mu
2022Parameter-Efficient Mixture-of-Experts Architecture for Pre-trained Language Models.
Ze-Feng Gao, Peiyu Liu, Wayne Xin Zhao, Zhong-Yi Lu, Ji-Rong Wen
2022Parameter-Efficient Neural Reranking for Cross-Lingual and Multilingual Retrieval.
Robert Litschko, Ivan Vulic, Goran Glavas
2022Paraphrase Generation as Unsupervised Machine Translation.
Xiaofei Sun, Yufei Tian, Yuxian Meng, Nanyun Peng, Fei Wu, Jiwei Li, Chun Fan
2022Parsing Natural Language into Propositional and First-Order Logic with Dual Reinforcement Learning.
Xuantao Lu, Jingping Liu, Zhouhong Gu, Hanwen Tong, Chenhao Xie, Junyang Huang, Yanghua Xiao, Wenguang Wang
2022Penalizing Divergence: Multi-Parallel Translation for Low-Resource Languages of North America.
Garrett Nicolai, Changbing Yang, Miikka Silfverberg
2022Perform like an Engine: A Closed-Loop Neural-Symbolic Learning Framework for Knowledge Graph Inference.
Guanglin Niu, Bo Li, Yongfei Zhang, Shiliang Pu
2022Persian Natural Language Inference: A Meta-learning Approach.
Heydar Soudani, Mohammad Hassan Mojab, Hamid Beigy
2022Phrase-Level Localization of Inconsistency Errors in Summarization by Weak Supervision.
Masato Takatsuka, Tetsunori Kobayashi, Yoshihiko Hayashi
2022PlugAT: A Plug and Play Module to Defend against Textual Adversarial Attack.
Rui Zheng, Rong Bao, Qin Liu, Tao Gui, Qi Zhang, Xuanjing Huang, Rui Xie, Wei Wu
2022PoliSe: Reinforcing Politeness Using User Sentiment for Customer Care Response Generation.
Mauajama Firdaus, Asif Ekbal, Pushpak Bhattacharyya
2022Position Offset Label Prediction for Grammatical Error Correction.
Xiuyu Wu, Jingsong Yu, Xu Sun, Yunfang Wu
2022Possible Stories: Evaluating Situated Commonsense Reasoning under Multiple Possible Scenarios.
Mana Ashida, Saku Sugawara
2022Pre-trained Token-replaced Detection Model as Few-shot Learner.
Zicheng Li, Shoushan Li, Guodong Zhou
2022PrefScore: Pairwise Preference Learning for Reference-free Summarization Quality Assessment.
Ge Luo, Hebi Li, Youbiao He, Forrest Sheng Bao
2022Prepositions Matter in Quantifier Scope Disambiguation.
Aleksander Leczkowski, Justyna Grudzinska, Manuel Vargas Guzmán, Aleksander Wawer, Aleksandra Siemieniuk
2022Pro-KD: Progressive Distillation by Following the Footsteps of the Teacher.
Mehdi Rezagholizadeh, Aref Jafari, Puneeth S. M. Saladi, Pranav Sharma, Ali Saheb Pasand, Ali Ghodsi
2022Proceedings of the 29th International Conference on Computational Linguistics, COLING 2022, Gyeongju, Republic of Korea, October 12-17, 2022.
Nicoletta Calzolari, Chu-Ren Huang, Hansaem Kim, James Pustejovsky, Leo Wanner, Key-Sun Choi, Pum-Mo Ryu, Hsin-Hsi Chen, Lucia Donatelli, Heng Ji, Sadao Kurohashi, Patrizia Paggio, Nianwen Xue, Seokhwan Kim, Younggyun Hahm, Zhong He, Tony Kyungil Lee, Enrico Santus, Francis Bond, Seung-Hoon Na
2022Programmable Annotation with Diversed Heuristics and Data Denoising.
Ernie Chang, Alex Marin, Vera Demberg
2022Prompt Combines Paraphrase: Teaching Pre-trained Models to Understand Rare Biomedical Words.
Haochun Wang, Chi Liu, Nuwa Xi, Sendong Zhao, Meizhi Ju, Shiwei Zhang, Ziheng Zhang, Yefeng Zheng, Bing Qin, Ting Liu
2022Prompt-based Conservation Learning for Multi-hop Question Answering.
Zhenyun Deng, Yonghua Zhu, Yang Chen, Qianqian Qi, Michael Witbrock, Patricia Riddle
2022Prompt-based Text Entailment for Low-Resource Named Entity Recognition.
Dongfang Li, Baotian Hu, Qingcai Chen
2022Psychology-guided Controllable Story Generation.
Yuqiang Xie, Yue Hu, Yunpeng Li, Guanqun Bi, Luxi Xing, Wei Peng
2022QSTS: A Question-Sensitive Text Similarity Measure for Question Generation.
Sujatha Das Gollapalli, See-Kiong Ng
2022QUAK: A Synthetic Quality Estimation Dataset for Korean-English Neural Machine Translation.
Sugyeong Eo, Chanjun Park, Hyeonseok Moon, Jaehyung Seo, Gyeongmin Kim, Jungseob Lee, Heuiseok Lim
2022Quantifying Bias from Decoding Techniques in Natural Language Generation.
Mayukh Das, Wolf-Tilo Balke
2022Question Generation Based on Grammar Knowledge and Fine-grained Classification.
Yuan Sun, Sisi Liu, Zhengcuo Dan, Xiaobing Zhao
2022RSGT: Relational Structure Guided Temporal Relation Extraction.
Jie Zhou, Shenpo Dong, Hongkui Tu, Xiaodong Wang, Yong Dou
2022Rare but Severe Neural Machine Translation Errors Induced by Minimal Deletion: An Empirical Study on Chinese and English.
Ruikang Shi, Alvin Grissom II, Duc Minh Trinh
2022Re-Examining FactBank: Predicting the Author's Presentation of Factuality.
John Murzaku, Peter Zeng, Magdalena Markowska, Owen Rambow
2022Read Extensively, Focus Smartly: A Cross-document Semantic Enhancement Method for Visual Documents NER.
Jun Zhao, Xin Zhao, WenYu Zhan, Tao Gui, Qi Zhang, Liang Qiao, Zhanzhan Cheng, Shiliang Pu
2022RealMedDial: A Real Telemedical Dialogue Dataset Collected from Online Chinese Short-Video Clips.
Bo Xu, Hongtong Zhang, Jian Wang, Xiaokun Zhang, Dezhi Hao, Linlin Zong, Hongfei Lin, Fenglong Ma
2022Recent Advances in Text-to-SQL: A Survey of What We Have and What We Expect.
Naihao Deng, Yulong Chen, Yue Zhang
2022Reciprocal Learning of Knowledge Retriever and Response Ranker for Knowledge-Grounded Conversations.
Jiazhan Feng, Chongyang Tao, Zhen Li, Chang Liu, Tao Shen, Dongyan Zhao
2022Recycle Your Wav2Vec2 Codebook: A Speech Perceiver for Keyword Spotting.
Guillermo Cámbara, Jordi Luque, Mireia Farrús
2022Reducing Spurious Correlations for Answer Selection by Feature Decorrelation and Language Debiasing.
Zeyi Zhong, Min Yang, Ruifeng Xu
2022Reinforcement Learning with Large Action Spaces for Neural Machine Translation.
Asaf Yehudai, Leshem Choshen, Lior Fox, Omri Abend
2022Repo4QA: Answering Coding Questions via Dense Retrieval on GitHub Repositories.
Minyu Chen, Guoqiang Li, Chen Ma, Jingyang Li, Hongfei Fu
2022Reproducibility and Automation of the Appraisal Taxonomy.
Pradeesh Parameswaran, Andrew Trotman, Veronica Liesaputra, David M. Eyers
2022Resource of Wikipedias in 31 Languages Categorized into Fine-Grained Named Entities.
Satoshi Sekine, Kouta Nakayama, Masako Nomoto, Maya Ando, Asuka Sumida, Koji Matsuda
2022Rethinking Data Augmentation in Text-to-text Paradigm.
Yanan Chen, Yang Liu
2022Revisiting Statistical Laws of Semantic Shift in Romance Cognates.
Yoshifumi Kawasaki, Maëlys Salingre, Marzena Karpinska, Hiroya Takamura, Ryo Nagata
2022Revisiting Syllables in Language Modelling and Their Application on Low-Resource Machine Translation.
Arturo Oncevay, Kervy Dante Rivas Rojas, Liz Karen Chavez Sanchez, Roberto Zariquiey
2022Revisiting the Practical Effectiveness of Constituency Parse Extraction from Pre-trained Language Models.
Taeuk Kim
2022Reweighting Strategy Based on Synthetic Data Identification for Sentence Similarity.
Taehee Kim, ChaeHun Park, Jimin Hong, Radhika Dua, Edward Choi, Jaegul Choo
2022RotateCT: Knowledge Graph Embedding by Rotation and Coordinate Transformation in Complex Space.
Yao Dong, Lei Wang, Ji Xiang, Xiaobo Guo, Yuqiang Xie
2022Ruleformer: Context-aware Rule Mining over Knowledge Graph.
Zezhong Xu, Peng Ye, Hui Chen, Meng Zhao, Huajun Chen, Wen Zhang
2022SANCL: Multimodal Review Helpfulness Prediction with Selective Attention and Natural Contrastive Learning.
Wei Han, Hui Chen, Zhen Hai, Soujanya Poria, Lidong Bing
2022SCL-RAI: Span-based Contrastive Learning with Retrieval Augmented Inference for Unlabeled Entity Problem in NER.
Shuzheng Si, Shuang Zeng, Jiaxing Lin, Baobao Chang
2022SEE-Few: Seed, Expand and Entail for Few-shot Named Entity Recognition.
Zeng Yang, Linhai Zhang, Deyu Zhou
2022SHAP-Based Explanation Methods: A Review for NLP Interpretability.
Edoardo Mosca, Ferenc Szigeti, Stella Tragianni, Daniel Gallagher, Georg Groh
2022SISER: Semantic-Infused Selective Graph Reasoning for Fact Verification.
Eunhwan Park, Jong-Hyeon Lee, Dong Hyeon Jeon, Seonhoon Kim, Inho Kang, Seung-Hoon Na
2022SOS: Systematic Offensive Stereotyping Bias in Word Embeddings.
Fatma Elsafoury, Steven R. Wilson, Stamos Katsigiannis, Naeem Ramzan
2022SPACE-2: Tree-Structured Semi-Supervised Contrastive Pre-training for Task-Oriented Dialog Understanding.
Wanwei He, Yinpei Dai, Binyuan Hui, Min Yang, Zheng Cao, Jianbo Dong, Fei Huang, Luo Si, Yongbin Li
2022SSR: Utilizing Simplified Stance Reasoning Process for Robust Stance Detection.
Jianhua Yuan, Yanyan Zhao, Yanyue Lu, Bing Qin
2022STAD: Self-Training with Ambiguous Data for Low-Resource Relation Extraction.
Junjie Yu, Xing Wang, Jiangjiang Zhao, Chunjie Yang, Wenliang Chen
2022SUN: Exploring Intrinsic Uncertainties in Text-to-SQL Parsers.
Bowen Qin, Lihan Wang, Binyuan Hui, Bowen Li, Xiangpeng Wei, Binhua Li, Fei Huang, Luo Si, Min Yang, Yongbin Li
2022Scene Graph Modification as Incremental Structure Expanding.
Xuming Hu, Zhijiang Guo, Yu Fu, Lijie Wen, Philip S. Yu
2022Schema Encoding for Transferable Dialogue State Tracking.
Hyunmin Jeon, Gary Geunbae Lee
2022Section-Aware Commonsense Knowledge-Grounded Dialogue Generation with Pre-trained Language Model.
Sixing Wu, Ying Li, Ping Xue, Dawei Zhang, Zhonghai Wu
2022SelF-Eval: Self-supervised Fine-grained Dialogue Evaluation.
Longxuan Ma, Ziyu Zhuang, Weinan Zhang, Mingda Li, Ting Liu
2022Selective Token Generation for Few-shot Natural Language Generation.
DaeJin Jo, Taehwan Kwon, Eun-Sol Kim, Sungwoong Kim
2022Self-Supervised Intermediate Fine-Tuning of Biomedical Language Models for Interpreting Patient Case Descriptions.
Israa Alghanmi, Luis Espinosa Anke, Steven Schockaert
2022SelfMix: Robust Learning against Textual Label Noise with Self-Mixup Training.
Dan Qiao, Chenchen Dai, Yuyang Ding, Juntao Li, Qiang Chen, Wenliang Chen, Min Zhang
2022Semantic Overlap Summarization among Multiple Alternative Narratives: An Exploratory Study.
Naman Bansal, Mousumi Akter, Shubhra Kanti Karmaker Santu
2022Semantic Role Labeling as Dependency Parsing: Exploring Latent Tree Structures inside Arguments.
Yu Zhang, Qingrong Xia, Shilin Zhou, Yong Jiang, Guohong Fu, Min Zhang
2022Semantic Sentence Matching via Interacting Syntax Graphs.
Chen Xu, Jun Xu, Zhenhua Dong, Ji-Rong Wen
2022Semantic Structure Based Query Graph Prediction for Question Answering over Knowledge Graph.
Mingchen Li, Jonathan Shihao Ji
2022Semantic-Preserving Adversarial Code Comprehension.
Yiyang Li, Hongqiu Wu, Hai Zhao
2022Semantic-based Pre-training for Dialogue Understanding.
Xuefeng Bai, Linfeng Song, Yue Zhang
2022Semantically Consistent Data Augmentation for Neural Machine Translation via Conditional Masked Language Model.
Qiao Cheng, Jin Huang, Yitao Duan
2022Sentence-aware Adversarial Meta-Learning for Few-Shot Text Classification.
Suhe Wang, Xiaoyuan Liu, Bo Liu, Diwen Dong
2022Sentiment Interpretable Logic Tensor Network for Aspect-Term Sentiment Analysis.
Bowen Zhang, Xu Huang, Zhichao Huang, Hu Huang, Baoquan Zhang, Xianghua Fu, Liwen Jing
2022Simple Yet Powerful: An Overlooked Architecture for Nested Named Entity Recognition.
Matías Rojas, Felipe Bravo-Marquez, Jocelyn Dunstan
2022Simple and Effective Graph-to-Graph Annotation Conversion.
Yuxuan Wang, Zhilin Lei, Yuqiu Ji, Wanxiang Che
2022Singlish Message Paraphrasing: A Joint Task of Creole Translation and Text Normalization.
Zhengyuan Liu, Shikang Ni, Ai Ti Aw, Nancy F. Chen
2022Slot Dependency Modeling for Zero-Shot Cross-Domain Dialogue State Tracking.
Qingyue Wang, Yanan Cao, Piji Li, Yanhe Fu, Zheng Lin, Li Guo
2022Smells like Teen Spirit: An Exploration of Sensorial Style in Literary Genres.
Osama Khalid, Padmini Srinivasan
2022Smoothed Contrastive Learning for Unsupervised Sentence Embedding.
Xing Wu, Chaochen Gao, Yipeng Su, Jizhong Han, Zhongyuan Wang, Songlin Hu
2022Social Bot-Aware Graph Neural Network for Early Rumor Detection.
Zhen Huang, Zhilong Lv, Xiaoyun Han, Binyang Li, Menglong Lu, Dongsheng Li
2022Social Norms-Grounded Machine Ethics in Complex Narrative Situation.
Tao Shen, Xiubo Geng, Daxin Jiang
2022Source-summary Entity Aggregation in Abstractive Summarization.
José Ángel González, Annie Louis, Jackie Chi Kit Cheung
2022Speaker Clustering in Textual Dialogue with Pairwise Utterance Relation and Cross-corpus Dialogue Act Supervision.
Zhihua Su, Qiang Zhou
2022Speaker-Aware Discourse Parsing on Multi-Party Dialogues.
Nan Yu, Guohong Fu, Min Zhang
2022Speeding up Transformer Decoding via an Attention Refinement Network.
Kaixin Wu, Yue Zhang, Bojie Hu, Tong Zhang
2022Stability of Syntactic Dialect Classification over Space and Time.
Jonathan Dunn, Sidney G.-J. Wong
2022String Editing Based Chinese Grammatical Error Diagnosis.
Haihua Xie, Xiaoqing Lyu, Xuefei Chen
2022Structural Bias for Aspect Sentiment Triplet Extraction.
Chen Zhang, Lei Ren, Fang Ma, Jingang Wang, Wei Wu, Dawei Song
2022Student Surpasses Teacher: Imitation Attack for Black-Box NLP APIs.
Qiongkai Xu, Xuanli He, Lingjuan Lyu, Lizhen Qu, Gholamreza Haffari
2022Subject Verb Agreement Error Patterns in Meaningless Sentences: Humans vs. BERT.
Karim Lasri, Olga Seminck, Alessandro Lenci, Thierry Poibeau
2022Summarize, Outline, and Elaborate: Long-Text Generation via Hierarchical Supervision from Extractive Summaries.
Xiaofei Sun, Zijun Sun, Yuxian Meng, Jiwei Li, Chun Fan
2022Summarizing Dialogues with Negative Cues.
Junpeng Liu, Yanyan Zou, Yuxuan Xi, Shengjie Li, Mian Ma, Zhuoye Ding
2022Summarizing Patients' Problems from Hospital Progress Notes Using Pre-trained Sequence-to-Sequence Models.
Yanjun Gao, Dmitriy Dligach, Timothy Miller, Dongfang Xu, Matthew M. Churpek, Majid Afshar
2022Supporting Medical Relation Extraction via Causality-Pruned Semantic Dependency Forest.
Yifan Jin, Jiangmeng Li, Zheng Lian, Chengbo Jiao, Xiaohui Hu
2022Systematic Analysis of Image Schemas in Natural Language through Explainable Multilingual Neural Language Processing.
Lennart Wachowiak, Dagmar Gromann
2022TAKE: Topic-shift Aware Knowledge sElection for Dialogue Generation.
Chenxu Yang, Zheng Lin, Jiangnan Li, Fandong Meng, Weiping Wang, Lanrui Wang, Jie Zhou
2022TERMinator: A System for Scientific Texts Processing.
Elena Bruches, Olga Tikhobaeva, Yana Dementyeva, Tatiana Batura
2022TSAM: A Two-Stream Attention Model for Causal Emotion Entailment.
Duzhen Zhang, Zhen Yang, Fandong Meng, Xiuyi Chen, Jie Zhou
2022Table-based Fact Verification with Self-labeled Keypoint Alignment.
Guangzhen Zhao, Peng Yang
2022Tafsir Dataset: A Novel Multi-Task Benchmark for Named Entity Recognition and Topic Modeling in Classical Arabic Literature.
Sajawel Ahmed, Rob van der Goot, Misbahur Rehman, Carl Kruse, Ömer Özsoy, Alexander Mehler, Gemma Roig
2022Taking Actions Separately: A Bidirectionally-Adaptive Transfer Learning Method for Low-Resource Neural Machine Translation.
Xiaolin Xing, Yu Hong, Minhan Xu, Jianmin Yao, Guodong Zhou
2022Tales and Tropes: Gender Roles from Word Embeddings in a Century of Children's Books.
Anjali Adukia, Patricia Chiril, Callista Christ, Anjali Das, Alex Eble, Emileigh Harrison, Hakizumwami Birali Runesha
2022Target Really Matters: Target-aware Contrastive Learning and Consistency Regularization for Few-shot Stance Detection.
Rui Liu, Zheng Lin, Huishan Ji, Jiangnan Li, Peng Fu, Weiping Wang
2022Target-Guided Open-Domain Conversation Planning.
Yosuke Kishinami, Reina Akama, Shiki Sato, Ryoko Tokuhisa, Jun Suzuki, Kentaro Inui
2022Teaching Neural Module Networks to Do Arithmetic.
Jiayi Chen, Xiaoyu Guo, Yuan-Fang Li, Gholamreza Haffari
2022TempoWiC: An Evaluation Benchmark for Detecting Meaning Shift in Social Media.
Daniel Loureiro, Aminette D'Souza, Areej Nasser Muhajab, Isabella A. White, Gabriel Wong, Luis Espinosa Anke, Leonardo Neves, Francesco Barbieri, José Camacho-Collados
2022Temporal Knowledge Graph Completion with Approximated Gaussian Process Embedding.
Linhai Zhang, Deyu Zhou
2022TestAug: A Framework for Augmenting Capability-based NLP Tests.
Guanqun Yang, Mirazul Haque, Qiaochu Song, Wei Yang, Xueqing Liu
2022Testing Large Language Models on Compositionality and Inference with Phrase-Level Adjective-Noun Entailment.
Lorenzo Bertolini, Julie Weeds, David J. Weir
2022Text Simplification of College Admissions Instructions: A Professionally Simplified and Verified Corpus.
Zachary W. Taylor, Maximus H. Chu, Junyi Jessy Li
2022Text-to-Text Extraction and Verbalization of Biomedical Event Graphs.
Giacomo Frisoni, Gianluca Moro, Lorenzo Balzani
2022The Fragility of Multi-Treebank Parsing Evaluation.
Iago Alonso-Alonso, David Vilares, Carlos Gómez-Rodríguez
2022The Role of Context and Uncertainty in Shallow Discourse Parsing.
Katherine Atwell, Remi Choi, Junyi Jessy Li, Malihe Alikhani
2022Threat Scenarios and Best Practices to Detect Neural Fake News.
Artidoro Pagnoni, Martin Graciarena, Yulia Tsvetkov
2022To What Extent Do Natural Language Understanding Datasets Correlate to Logical Reasoning? A Method for Diagnosing Logical Reasoning.
Yitian Li, Jidong Tian, Wenqing Chen, Caoyun Fan, Hao He, Yaohui Jin
2022Token and Head Adaptive Transformers for Efficient Natural Language Processing.
Chonghan Lee, Md Fahim Faysal Khan, Rita Brugarolas Brufau, Ke Ding, Vijaykrishnan Narayanan
2022TopKG: Target-oriented Dialog via Global Planning on Knowledge Graph.
Zhitong Yang, Bo Wang, Jinfeng Zhou, Yue Tan, Dongming Zhao, Kun Huang, Ruifang He, Yuexian Hou
2022Topicalization in Language Models: A Case Study on Japanese.
Riki Fujihara, Tatsuki Kuribayashi, Kaori Abe, Ryoko Tokuhisa, Kentaro Inui
2022Topology Imbalance and Relation Inauthenticity Aware Hierarchical Graph Attention Networks for Fake News Detection.
Li Gao, Lingyun Song, Jie Liu, Bolin Chen, Xuequn Shang
2022Towards Better Semantic Understanding of Mobile Interfaces.
Srinivas Sunkara, Maria Wang, Lijuan Liu, Gilles Baechler, Yu-Chung Hsiao, Jindong Chen, Abhanshu Sharma, James W. Stout
2022Towards Enhancing Health Coaching Dialogue in Low-Resource Settings.
Yue Zhou, Barbara Di Eugenio, Brian D. Ziebart, Lisa K. Sharp, Bing Liu, Ben S. Gerber, Nikolaos Agadakos, Shweta Yadav
2022Towards Explainable Evaluation of Language Models on the Semantic Similarity of Visual Concepts.
Maria Lymperaiou, George Manoliadis, Orfeas Menis-Mastromichalakis, Edmund G. Dervakos, Giorgos Stamou
2022Towards Exploiting Sticker for Multimodal Sentiment Analysis in Social Media: A New Dataset and Baseline.
Feng Ge, Weizhao Li, Haopeng Ren, Yi Cai
2022Towards Identifying Alternative-Lexicalization Signals of Discourse Relations.
René Knaebel, Manfred Stede
2022Towards Multi-Sense Cross-Lingual Alignment of Contextual Embeddings.
Linlin Liu, Thien Hai Nguyen, Shafiq R. Joty, Lidong Bing, Luo Si
2022Towards Multi-label Unknown Intent Detection.
Yawen Ouyang, Zhen Wu, Xinyu Dai, Shujian Huang, Jiajun Chen
2022Towards Robust Neural Machine Translation with Iterative Scheduled Data-Switch Training.
Zhongjian Miao, Xiang Li, Liyan Kang, Wen Zhang, Chulun Zhou, Yidong Chen, Bin Wang, Min Zhang, Jinsong Su
2022Towards Robust Neural Retrieval with Source Domain Synthetic Pre-Finetuning.
Revanth Gangi Reddy, Vikas Yadav, Md. Arafat Sultan, Martin Franz, Vittorio Castelli, Heng Ji, Avirup Sil
2022Towards Structure-aware Paraphrase Identification with Phrase Alignment Using Sentence Encoders.
Qiwei Peng, David J. Weir, Julie Weeds
2022Towards Summarizing Healthcare Questions in Low-Resource Setting.
Shweta Yadav, Cornelia Caragea
2022Towards Understanding the Relation between Gestures and Language.
Artem Abzaliev, Andrew Owens, Rada Mihalcea
2022Tracking Satisfaction States for Customer Satisfaction Prediction in E-commerce Service Chatbots.
Yang Sun, Liangqing Wu, Shuangyong Song, Xiaoguang Yu, Xiaodong He, Guohong Fu
2022Transferring Confluent Knowledge to Argument Mining.
João António Rodrigues, António Branco
2022Transferring Knowledge from Structure-aware Self-attention Language Model to Sequence-to-Sequence Semantic Parsing.
Ran Ji, Jianmin Ji
2022Transparent Semantic Parsing with Universal Dependencies Using Graph Transformations.
Wessel Poelman, Rik van Noord, Johan Bos
2022TreeMAN: Tree-enhanced Multimodal Attention Network for ICD Coding.
Zichen Liu, Xuyuan Liu, Yanlong Wen, Guoqing Zhao, Fen Xia, Xiaojie Yuan
2022Twitter Topic Classification.
Dimosthenis Antypas, Asahi Ushio, José Camacho-Collados, Vítor Silva, Leonardo Neves, Francesco Barbieri
2022Two Languages Are Better than One: Bilingual Enhancement for Chinese Named Entity Recognition.
Jinzhong Ning, Zhihao Yang, Zhizheng Wang, Yuanyuan Sun, Hongfei Lin, Jian Wang
2022Type-dependent Prompt CycleQAG : Cycle Consistency for Multi-hop Question Generation.
Seungyeon Lee, Minho Lee
2022Type-enriched Hierarchical Contrastive Strategy for Fine-Grained Entity Typing.
Xinyu Zuo, Haijin Liang, Ning Jing, Shuang Zeng, Zhou Fang, Yu Luo
2022UECA-Prompt: Universal Prompt for Emotion Cause Analysis.
Xiaopeng Zheng, Zhiyue Liu, Zizhen Zhang, Zhaoyang Wang, Jiahai Wang
2022UPER: Boosting Multi-Document Summarization with an Unsupervised Prompt-based Extractor.
Shangqing Tu, Jifan Yu, Fangwei Zhu, Juanzi Li, Lei Hou, Jian-Yun Nie
2022Uncertainty-aware Propagation Structure Reconstruction for Fake News Detection.
Lingwei Wei, Dou Hu, Wei Zhou, Songlin Hu
2022Understanding Attention for Vision-and-Language Tasks.
Feiqi Cao, Soyeon Caren Han, Siqu Long, Changwei Xu, Josiah Poon
2022Understanding and Improving Zero-shot Multi-hop Reasoning in Generative Question Answering.
Zhengbao Jiang, Jun Araki, Haibo Ding, Graham Neubig
2022Unregulated Chinese-to-English Data Expansion Does NOT Work for Neural Event Detection.
Zhongqiu Li, Yu Hong, Jie Wang, Shiming He, Jianmin Yao, Guodong Zhou
2022Unsupervised Data Augmentation for Aspect Based Sentiment Analysis.
David Z. Chen, Adam Faulkner, Sahil Badyal
2022Unsupervised Domain Adaptation for Text Classification via Meta Self-Paced Learning.
Nghia Trung Ngo, Linh Ngo Van, Thien Huu Nguyen
2022Unsupervised Lexical Substitution with Decontextualised Embeddings.
Takashi Wada, Timothy Baldwin, Yuji Matsumoto, Jey Han Lau
2022Unsupervised Multi-scale Expressive Speaking Style Modeling with Hierarchical Context Information for Audiobook Speech Synthesis.
Xueyuan Chen, Shun Lei, Zhiyong Wu, Dong Xu, Weifeng Zhao, Helen Meng
2022Unsupervised Question Answering via Answer Diversifying.
Yuxiang Nie, Heyan Huang, Zewen Chi, Xian-Ling Mao
2022Unsupervised Sentence Textual Similarity with Compositional Phrase Semantics.
Zihao Wang, Jiaheng Dou, Yong Zhang
2022Using Multi-Encoder Fusion Strategies to Improve Personalized Response Selection.
Souvik Das, Sougata Saha, Rohini K. Srihari
2022Using Structured Content Plans for Fine-grained Syntactic Control in Pretrained Language Model Generation.
Fei-Tzin Lee, Miguel Ballesteros, Feng Nan, Kathleen R. McKeown
2022ViNLI: A Vietnamese Corpus for Studies on Open-Domain Natural Language Inference.
Tin Van Huynh, Kiet Van Nguyen, Ngan Luu-Thuy Nguyen
2022View Dialogue in 2D: A Two-stream Model in Time-speaker Perspective for Dialogue Summarization and beyond.
Keli Xie, Dongchen He, Jiaxin Zhuang, Siyuan Lu, Zhongfeng Wang
2022Virtual Knowledge Graph Construction for Zero-Shot Domain-Specific Document Retrieval.
Yeon Seonwoo, Seunghyun Yoon, Franck Dernoncourt, Trung Bui, Alice Oh
2022Visio-Linguistic Brain Encoding.
Subba Reddy Oota, Jashn Arora, Vijay Rowtula, Manish Gupta, Raju S. Bapi
2022Visual Information Guided Zero-Shot Paraphrase Generation.
Zhe Lin, Xiaojun Wan
2022Visual Prompt Tuning for Few-Shot Text Classification.
Jingyuan Wen, Yutian Luo, Nanyi Fei, Guoxing Yang, Zhiwu Lu, Hao Jiang, Jie Jiang, Zhao Cao
2022Visual Recipe Flow: A Dataset for Learning Visual State Changes of Objects with Recipe Flows.
Keisuke Shirai, Atsushi Hashimoto, Taichi Nishimura, Hirotaka Kameko, Shuhei Kurita, Yoshitaka Ushiku, Shinsuke Mori
2022Vocabulary-informed Language Encoding.
Xi Ai, Bin Fang
2022WARM: A Weakly (+Semi) Supervised Math Word Problem Solver.
Oishik Chatterjee, Isha Pandey, Aashish Waikar, Vishwajeet Kumar, Ganesh Ramakrishnan
2022Weakly Supervised Formula Learner for Solving Mathematical Problems.
Yuxuan Wu, Hideki Nakayama
2022Welcome to the Modern World of Pronouns: Identity-Inclusive Natural Language Processing beyond Gender.
Anne Lauscher, Archie Crowley, Dirk Hovy
2022When the Student Becomes the Master: Learning Better and Smaller Monolingual Models from mBERT.
Pranaydeep Singh, Els Lefever
2022When to Laugh and How Hard? A Multimodal Approach to Detecting Humor and Its Intensity.
Khalid Alnajjar, Mika Hämäläinen, Jörg Tiedemann, Jorma Laaksonen, Mikko Kurimo
2022Where Does Linguistic Information Emerge in Neural Language Models? Measuring Gains and Contributions across Layers.
Jenny Kunz, Marco Kuhlmann
2022Where to Attack: A Dynamic Locator Model for Backdoor Attack in Text Classifications.
Heng-Yang Lu, Chenyou Fan, Jun Yang, Cong Hu, Wei Fang, Xiao-Jun Wu
2022Why Is It Hate Speech? Masked Rationale Prediction for Explainable Hate Speech Detection.
Jiyun Kim, Byounghan Lee, Kyung-Ah Sohn
2022WikiHan: A New Comparative Dataset for Chinese Languages.
Kalvin Chang, Chenxuan Cui, Youngmin Kim, David R. Mortensen
2022Wizard of Tasks: A Novel Conversational Dataset for Solving Real-World Tasks in Conversational Settings.
Jason Ingyu Choi, Saar Kuzi, Nikhita Vedula, Jie Zhao, Giuseppe Castellucci, Marcus D. Collins, Shervin Malmasi, Oleg Rokhlenko, Eugene Agichtein
2022Word Sense Disambiguation with Knowledge-Enhanced and Local Self-Attention-based Extractive Sense Comprehension.
Guobiao Zhang, Wenpeng Lu, Xueping Peng, Shoujin Wang, Baoshuo Kan, Rui Yu
2022WordNet-QU: Development of a Lexical Database for Quechua Varieties.
Nelsi Melgarejo, Rodolfo Zevallos, Hector Gomez, John E. Ortega
2022Yet Another Format of Universal Dependencies for Korean.
Yige Chen, Eunkyul Leah Jo, Yundong Yao, Kyungtae Lim, Miikka Silfverberg, Francis M. Tyers, Jungyeul Park
2022Zero-shot Disfluency Detection for Indian Languages.
Rohit Kundu, Preethi Jyothi, Pushpak Bhattacharyya
2022Zero-shot Script Parsing.
Fangzhou Zhai, Vera Demberg, Alexander Koller
2022ngram-OAXE: Phrase-Based Order-Agnostic Cross Entropy for Non-Autoregressive Machine Translation.
Cunxiao Du, Zhaopeng Tu, Longyue Wang, Jing Jiang
2022uChecker: Masked Pretrained Language Models as Unsupervised Chinese Spelling Checkers.
Piji Li