| 2021 | "Are you kidding me?": Detecting Unpalatable Questions on Reddit. Sunyam Bagga, Andrew Piper, Derek Ruths |
| 2021 | "Killing Me" Is Not a Spoiler: Spoiler Detection Model using Graph Neural Networks with Dependency Relation-Aware Attention Mechanism. Buru Chang, Inggeol Lee, Hyunjae Kim, Jaewoo Kang |
| 2021 | "Laughing at you or with you": The Role of Sarcasm in Shaping the Disagreement Space. Debanjan Ghosh, Ritvik Shrivastava, Smaranda Muresan |
| 2021 | "Talk to me with left, right, and angles": Lexical entrainment in spoken Hebrew dialogue. Andreas Weise, Vered Silber-Varod, Anat Lerner, Julia Hirschberg, Rivka Levitan |
| 2021 | 'Just because you are right, doesn't mean I am wrong': Overcoming a bottleneck in development and evaluation of Open-Ended VQA tasks. Man Luo, Shailaja Keyur Sampat, Riley Tallman, Yankai Zeng, Manuha Vancha, Akarshan Sajja, Chitta Baral |
| 2021 | A Crowdsourced Open-Source Kazakh Speech Corpus and Initial Speech Recognition Baseline. Yerbolat Khassanov, Saida Mussakhojayeva, Almas Mirzakhmetov, Alen Adiyev, Mukhamet Nurpeiissov, Huseyin Atakan Varol |
| 2021 | A Few Topical Tweets are Enough for Effective User Stance Detection. Younes Samih, Kareem Darwish |
| 2021 | A Large-scale Evaluation of Neural Machine Transliteration for Indic Languages. Anoop Kunchukuttan, Siddharth Jain, Rahul Kejriwal |
| 2021 | A Neural Few-Shot Text Classification Reality Check. Thomas Dopierre, Christophe Gravier, Wilfried Logerais |
| 2021 | A New View of Multi-modal Language Analysis: Audio and Video Features as Text "Styles". Zhongkai Sun, Prathusha Kameswara Sarma, Yingyu Liang, William A. Sethares |
| 2021 | A Simple Three-Step Approach for the Automatic Detection of Exaggerated Statements in Health Science News. Jasabanta Patro, Sabyasachee Baruah |
| 2021 | A Study of Automatic Metrics for the Evaluation of Natural Language Explanations. Miruna-Adriana Clinciu, Arash Eshghi, Helen F. Hastie |
| 2021 | A Systematic Review of Reproducibility Research in Natural Language Processing. Anya Belz, Shubham Agarwal, Anastasia Shimorina, Ehud Reiter |
| 2021 | A Unified Feature Representation for Lexical Connotations. Emily Allaway, Kathleen R. McKeown |
| 2021 | A phonetic model of non-native spoken word processing. Yevgen Matusevych, Herman Kamper, Thomas Schatz, Naomi Feldman, Sharon Goldwater |
| 2021 | ADePT: Auto-encoder based Differentially Private Text Transformation. Satyapriya Krishna, Rahul Gupta, Christophe Dupuy |
| 2021 | AREDSUM: Adaptive Redundancy-Aware Iterative Sentence Ranking for Extractive Document Summarization. Keping Bi, Rahul Jha, W. Bruce Croft, Asli Celikyilmaz |
| 2021 | Acquiring a Formality-Informed Lexical Resource for Style Analysis. Elisabeth Eder, Ulrike Krieg-Holz, Udo Hahn |
| 2021 | Active Learning for Sequence Tagging with Deep Pre-trained Models and Bayesian Uncertainty Estimates. Artem Shelmanov, Dmitry Puzyrev, Lyubov Kupriyanova, Denis Belyakov, Daniil Larionov, Nikita Khromov, Olga Kozlova, Ekaterina Artemova, Dmitry V. Dylov, Alexander Panchenko |
| 2021 | Adaptation of Back-translation to Automatic Post-Editing for Synthetic Data Generation. WonKee Lee, Baikjin Jung, Jaehun Shin, Jong-Hyeok Lee |
| 2021 | AdapterFusion: Non-Destructive Task Composition for Transfer Learning. Jonas Pfeiffer, Aishwarya Kamath, Andreas Rücklé, Kyunghyun Cho, Iryna Gurevych |
| 2021 | Adapting Event Extractors to Medical Data: Bridging the Covariate Shift. Aakanksha Naik, Jill Fain Lehman, Carolyn P. Rosé |
| 2021 | Adaptive Fusion Techniques for Multimodal Data. Gaurav Sahu, Olga Vechtomova |
| 2021 | Adaptive Mixed Component LDA for Low Resource Topic Modeling. Suzanna Sia, Kevin Duh |
| 2021 | Adv-OLM: Generating Textual Adversaries via OLM. Vijit Malik, Ashwani Bhat, Ashutosh Modi |
| 2021 | Adversarial Learning of Poisson Factorisation Model for Gauging Brand Sentiment in User Reviews. Runcong Zhao, Lin Gui, Gabriele Pergola, Yulan He |
| 2021 | Adversarial Stylometry in the Wild: Transferable Lexical Substitution Attacks on Author Profiling. Chris Emmery, Ákos Kádár, Grzegorz Chrupala |
| 2021 | Alignment verification to improve NMT translation towards highly inflectional languages with limited resources. George Tambouratzis |
| 2021 | Alternating Recurrent Dialog Model with Large-scale Pre-trained Language Models. Qingyang Wu, Yichi Zhang, Yu Li, Zhou Yu |
| 2021 | An Empirical Study on the Generalization Power of Neural Representations Learned via Visual Guessing Games. Alessandro Suglia, Yonatan Bisk, Ioannis Konstas, Antonio Vergari, Emanuele Bastianelli, Andrea Vanzo, Oliver Lemon |
| 2021 | An End-to-end Model for Entity-level Relation Extraction using Multi-instance Learning. Markus Eberts, Adrian Ulges |
| 2021 | An Expert Annotated Dataset for the Detection of Online Misogyny. Ella Guest, Bertie Vidgen, Alexandros Mittos, Nishanth Sastry, Gareth Tyson, Helen Z. Margetts |
| 2021 | Analyzing the Forgetting Problem in Pretrain-Finetuning of Open-domain Dialogue Response Models. Tianxing He, Jun Liu, Kyunghyun Cho, Myle Ott, Bing Liu, James R. Glass, Fuchun Peng |
| 2021 | Annealing Knowledge Distillation. Aref Jafari, Mehdi Rezagholizadeh, Pranav Sharma, Ali Ghodsi |
| 2021 | Applying the Transformer to Character-level Transduction. Shijie Wu, Ryan Cotterell, Mans Hulden |
| 2021 | Are Neural Networks Extracting Linguistic Properties or Memorizing Training Data? An Observation with a Multilingual Probe for Predicting Tense. Bingzhi Li, Guillaume Wisniewski |
| 2021 | Attention Can Reflect Syntactic Structure (If You Let It). Vinit Ravishankar, Artur Kulmizev, Mostafa Abdou, Anders Søgaard, Joakim Nivre |
| 2021 | Attention-based Relational Graph Convolutional Network for Target-Oriented Opinion Words Extraction. Junfeng Jiang, An Wang, Akiko Aizawa |
| 2021 | Automatic Data Acquisition for Event Coreference Resolution. Prafulla Kumar Choubey, Ruihong Huang |
| 2021 | BART-TL: Weakly-Supervised Topic Label Generation. Cristian Popa, Traian Rebedea |
| 2021 | BERT Prescriptions to Avoid Unwanted Headaches: A Comparison of Transformer Architectures for Adverse Drug Event Detection. Beatrice Portelli, Edoardo Lenzi, Emmanuele Chersoni, Giuseppe Serra, Enrico Santus |
| 2021 | BERTective: Language Models and Contextual Information for Deception Detection. Tommaso Fornaciari, Federico Bianchi, Massimo Poesio, Dirk Hovy |
| 2021 | BERTese: Learning to Speak to BERT. Adi Haviv, Jonathan Berant, Amir Globerson |
| 2021 | BERxiT: Early Exiting for BERT with Better Fine-Tuning and Extension to Regression. Ji Xin, Raphael Tang, Yaoliang Yu, Jimmy Lin |
| 2021 | Belief-based Generation of Argumentative Claims. Milad Alshomary, Wei-Fan Chen, Timon Gurcke, Henning Wachsmuth |
| 2021 | Benchmarking Machine Reading Comprehension: A Psychological Perspective. Saku Sugawara, Pontus Stenetorp, Akiko Aizawa |
| 2021 | Benchmarking a transformer-FREE model for ad-hoc retrieval. Tiago Melo Almeida, Sérgio Matos |
| 2021 | Better Neural Machine Translation by Extracting Linguistic Information from BERT. Hassan S. Shavarani, Anoop Sarkar |
| 2021 | Boosting Low-Resource Biomedical QA via Entity-Aware Masking Strategies. Gabriele Pergola, Elena Kochkina, Lin Gui, Maria Liakata, Yulan He |
| 2021 | Bootstrapping Multilingual AMR with Contextual Word Alignments. Janaki Sheth, Young-Suk Lee, Ramón Fernandez Astudillo, Tahira Naseem, Radu Florian, Salim Roukos, Todd Ward |
| 2021 | Bootstrapping Relation Extractors using Syntactic Search by Examples. Matan Eyal, Asaf Amrami, Hillel Taub-Tabib, Yoav Goldberg |
| 2021 | Building Representative Corpora from Illiterate Communities: A Reviewof Challenges and Mitigation Strategies for Developing Countries. Stephanie Hirmer, Alycia Leonard, Josephine Tumwesige, Costanza Conforti |
| 2021 | CDA: a Cost Efficient Content-based Multilingual Web Document Aligner. Thuy Vu, Alessandro Moschitti |
| 2021 | CD\^2CR: Co-reference resolution across documents and domains. James Ravenscroft, Amanda Clare, Arie Cattan, Ido Dagan, Maria Liakata |
| 2021 | CHOLAN: A Modular Approach for Neural Entity Linking on Wikipedia and Wikidata. Manoj Prabhakar Kannan Ravi, Kuldeep Singh, Isaiah Onando Mulang', Saeedeh Shekarpour, Johannes Hoffart, Jens Lehmann |
| 2021 | CLiMP: A Benchmark for Chinese Language Model Evaluation. Beilei Xiang, Changbing Yang, Yu Li, Alex Warstadt, Katharina Kann |
| 2021 | CTC-based Compression for Direct Speech Translation. Marco Gaido, Mauro Cettolo, Matteo Negri, Marco Turchi |
| 2021 | Calculating the optimal step of arc-eager parsing for non-projective trees. Mark-Jan Nederhof |
| 2021 | ChEMU-Ref: A Corpus for Modeling Anaphora Resolution in the Chemical Domain. Biaoyan Fang, Christian Druckenbrodt, Saber A. Akhondi, Jiayuan He, Timothy Baldwin, Karin Verspoor |
| 2021 | ChainCQG: Flow-Aware Conversational Question Generation. Jing Gu, Mostafa Mirshekari, Zhou Yu, Aaron Sisto |
| 2021 | Challenges in Automated Debiasing for Toxic Language Detection. Xuhui Zhou, Maarten Sap, Swabha Swayamdipta, Yejin Choi, Noah A. Smith |
| 2021 | Changing the Mind of Transformers for Topically-Controllable Language Generation. Haw-Shiuan Chang, Jiaming Yuan, Mohit Iyyer, Andrew McCallum |
| 2021 | Civil Rephrases Of Toxic Texts With Self-Supervised Transformers. Léo Laugier, John Pavlopoulos, Jeffrey Sorensen, Lucas Dixon |
| 2021 | Clinical Outcome Prediction from Admission Notes using Self-Supervised Knowledge Integration. Betty van Aken, Jens-Michalis Papaioannou, Manuel Mayrdorfer, Klemens Budde, Felix A. Gers, Alexander Löser |
| 2021 | Clustering Word Embeddings with Self-Organizing Maps. Application on LaRoSeDa - A Large Romanian Sentiment Data Set. Anca Maria Tache, Mihaela Gaman, Radu Tudor Ionescu |
| 2021 | Co-evolution of language and agents in referential games. Gautier Dagan, Dieuwke Hupkes, Elia Bruni |
| 2021 | Cognition-aware Cognate Detection. Diptesh Kanojia, Prashant Sharma, Sayali Ghodekar, Pushpak Bhattacharyya, Gholamreza Haffari, Malhar Kulkarni |
| 2021 | Coloring the Black Box: What Synesthesia Tells Us about Character Embeddings. Katharina Kann, Mauro M. Monsalve-Mercado |
| 2021 | Combining Deep Generative Models and Multi-lingual Pretraining for Semi-supervised Document Classification. Yi Zhu, Ehsan Shareghi, Yingzhen Li, Roi Reichart, Anna Korhonen |
| 2021 | Communicative-Function-Based Sentence Classification for Construction of an Academic Formulaic Expression Database. Kenichi Iwatsuki, Akiko Aizawa |
| 2021 | Complementary Evidence Identification in Open-Domain Question Answering. Xiangyang Mou, Mo Yu, Shiyu Chang, Yufei Feng, Li Zhang, Hui Su |
| 2021 | Complex Question Answering on knowledge graphs using machine translation and multi-task learning. Saurabh Srivastava, Mayur Patidar, Sudip Chowdhury, Puneet Agarwal, Indrajit Bhattacharya, Gautam Shroff |
| 2021 | Conceptual Grounding Constraints for Truly Robust Biomedical Name Representations. Pieter Fivez, Simon Suster, Walter Daelemans |
| 2021 | Content-based Models of Quotation. Ansel MacLaughlin, David A. Smith |
| 2021 | Context-aware Neural Machine Translation with Mini-batch Embedding. Makoto Morishita, Jun Suzuki, Tomoharu Iwata, Masaaki Nagata |
| 2021 | Continuous Learning in Neural Machine Translation using Bilingual Dictionaries. Jan Niehues |
| 2021 | Contrastive Multi-document Question Generation. Woon Sang Cho, Yizhe Zhang, Sudha Rao, Asli Celikyilmaz, Chenyan Xiong, Jianfeng Gao, Mengdi Wang, Bill Dolan |
| 2021 | Conversational Question Answering over Knowledge Graphs with Transformer and Graph Attention Networks. Endri Kacupaj, Joan Plepi, Kuldeep Singh, Harsh Thakkar, Jens Lehmann, Maria Maleshkova |
| 2021 | Coordinate Constructions in English Enhanced Universal Dependencies: Analysis and Computational Modeling. Stefan Grünewald, Prisca Piccirilli, Annemarie Friedrich |
| 2021 | Crisscrossed Captions: Extended Intramodal and Intermodal Semantic Similarity Judgments for MS-COCO. Zarana Parekh, Jason Baldridge, Daniel Cer, Austin Waters, Yinfei Yang |
| 2021 | Cross-Cultural Similarity Features for Cross-Lingual Transfer Learning of Pragmatically Motivated Tasks. Jimin Sun, Hwijeen Ahn, Chan Young Park, Yulia Tsvetkov, David R. Mortensen |
| 2021 | Cross-Topic Rumor Detection using Topic-Mixtures. Xiaoying Ren, Jing Jiang, Ling Min Serena Khoo, Hai Leong Chieu |
| 2021 | Cross-lingual Contextualized Topic Models with Zero-shot Learning. Federico Bianchi, Silvia Terragni, Dirk Hovy, Debora Nozza, Elisabetta Fersini |
| 2021 | Cross-lingual Entity Alignment with Incidental Supervision. Muhao Chen, Weijia Shi, Ben Zhou, Dan Roth |
| 2021 | Cross-lingual Visual Pre-training for Multimodal Machine Translation. Ozan Caglayan, Menekse Kuyu, Mustafa Sercan Amac, Pranava Madhyastha, Erkut Erdem, Aykut Erdem, Lucia Specia |
| 2021 | DISK-CSV: Distilling Interpretable Semantic Knowledge with a Class Semantic Vector. Housam Khalifa Bashier Babiker, Mi-Young Kim, Randy Goebel |
| 2021 | DOCENT: Learning Self-Supervised Entity Representations from Large Document Collections. Yury Zemlyanskiy, Sudeep Gandhe, Ruining He, Bhargav Kanagal, Anirudh Ravula, Juraj Gottweis, Fei Sha, Ilya Eckstein |
| 2021 | DRAG: Director-Generator Language Modelling Framework for Non-Parallel Author Stylized Rewriting. Hrituraj Singh, Gaurav Verma, Aparna Garimella, Balaji Vasan Srinivasan |
| 2021 | Data Augmentation for Hypernymy Detection. Thomas Kober, Julie Weeds, Lorenzo Bertolini, David J. Weir |
| 2021 | Data Augmentation for Voice-Assistant NLU using BERT-based Interchangeable Rephrase. Akhila Yerukola, Mason Bretan, Hongxia Jin |
| 2021 | Debiasing Pre-trained Contextualised Embeddings. Masahiro Kaneko, Danushka Bollegala |
| 2021 | Deep Subjecthood: Higher-Order Grammatical Features in Multilingual BERT. Isabel Papadimitriou, Ethan A. Chi, Richard Futrell, Kyle Mahowald |
| 2021 | Dependency parsing with structure preserving embeddings. Ákos Kádár, Lan Xiao, Mete Kemertas, Federico Fancellu, Allan D. Jepson, Afsaneh Fazly |
| 2021 | Detecting Extraneous Content in Podcasts. Sravana Reddy, Yongze Yu, Aasish Pappu, Aswin Sivaraman, Rezvaneh Rezapour, Rosie Jones |
| 2021 | Detecting Scenes in Fiction: A new Segmentation Task. Albin Zehe, Leonard Konle, Lea Katharina Dümpelmann, Evelyn Gius, Andreas Hotho, Fotis Jannidis, Lucas Kaufmann, Markus Krug, Frank Puppe, Nils Reiter, Annekea Schreiber, Nathalie Wiedmer |
| 2021 | Dialogue Act-based Breakdown Detection in Negotiation Dialogues. Atsuki Yamaguchi, Kosui Iwasa, Katsuhide Fujita |
| 2021 | Dictionary-based Debiasing of Pre-trained Word Embeddings. Masahiro Kaneko, Danushka Bollegala |
| 2021 | Disambiguatory Signals are Stronger in Word-initial Positions. Tiago Pimentel, Ryan Cotterell, Brian Roark |
| 2021 | Discourse Understanding and Factual Consistency in Abstractive Summarization. Saadia Gabriel, Antoine Bosselut, Jeff Da, Ari Holtzman, Jan Buys, Kyle Lo, Asli Celikyilmaz, Yejin Choi |
| 2021 | Discourse-Aware Unsupervised Summarization for Long Scientific Documents. Yue Dong, Andrei Romascanu, Jackie Chi Kit Cheung |
| 2021 | Disfluency Correction using Unsupervised and Semi-supervised Learning. Nikhil Saini, Drumil Trivedi, Shreya Khare, Tejas I. Dhamecha, Preethi Jyothi, Samarth Bharadwaj, Pushpak Bhattacharyya |
| 2021 | Diverse Adversaries for Mitigating Bias in Training. Xudong Han, Timothy Baldwin, Trevor Cohn |
| 2021 | Do Multi-Hop Question Answering Systems Know How to Answer the Single-Hop Sub-Questions? Yixuan Tang, Hwee Tou Ng, Anthony K. H. Tung |
| 2021 | Do Syntax Trees Help Pre-trained Transformers Extract Information? Devendra Singh Sachan, Yuhao Zhang, Peng Qi, William L. Hamilton |
| 2021 | Does She Wink or Does She Nod? A Challenging Benchmark for Evaluating Word Understanding of Language Models. Lutfi Kerem Senel, Hinrich Schütze |
| 2021 | Does Typological Blinding Impede Cross-Lingual Sharing? Johannes Bjerva, Isabelle Augenstein |
| 2021 | Does the Order of Training Samples Matter? Improving Neural Data-to-Text Generation with Curriculum Learning. Ernie Chang, Hui-Syuan Yeh, Vera Demberg |
| 2021 | Don't Change Me! User-Controllable Selective Paraphrase Generation. Mohan Zhang, Luchen Tan, Zihang Fu, Kun Xiong, Jimmy Lin, Ming Li, Zhengkai Tu |
| 2021 | Dynamic Graph Transformer for Implicit Tag Recognition. Yi-Ting Liou, Chung-Chi Chen, Hen-Hsen Huang, Hsin-Hsi Chen |
| 2021 | ECOL-R: Encouraging Copying in Novel Object Captioning with Reinforcement Learning. Yufei Wang, Ian D. Wood, Stephen Wan, Mark Johnson |
| 2021 | ENPAR: Enhancing Entity and Entity Pair Representations for Joint Entity Relation Extraction. Yijun Wang, Changzhi Sun, Yuanbin Wu, Hao Zhou, Lei Li, Junchi Yan |
| 2021 | Effects of Pre- and Post-Processing on type-based Embeddings in Lexical Semantic Change Detection. Jens Kaiser, Sinan Kurtyigit, Serge Kotchourko, Dominik Schlechtweg |
| 2021 | El Volumen Louder Por Favor: Code-switching in Task-oriented Semantic Parsing. Arash Einolghozati, Abhinav Arora, Lorena Sainz-Maza Lecanda, Anuj Kumar, Sonal Gupta |
| 2021 | Elastic weight consolidation for better bias inoculation. James Thorne, Andreas Vlachos |
| 2021 | Ellipsis Resolution as Question Answering: An Evaluation. Rahul Aralikatte, Matthew Lamm, Daniel Hardt, Anders Søgaard |
| 2021 | EmpathBERT: A BERT-based Framework for Demographic-aware Empathy Prediction. Bhanu Prakash Reddy Guda, Aparna Garimella, Niyati Chhaya |
| 2021 | Enconter: Entity Constrained Progressive Sequence Generation via Insertion-based Transformer. Lee-Hsun Hsieh, Yang-Yin Lee, Ee-Peng Lim |
| 2021 | End-to-End Argument Mining as Biaffine Dependency Parsing. Yuxiao Ye, Simone Teufel |
| 2021 | Enhancing Aspect-level Sentiment Analysis with Word Dependencies. Yuanhe Tian, Guimin Chen, Yan Song |
| 2021 | Enhancing Sequence-to-Sequence Neural Lemmatization with External Resources. Kirill Milintsevich, Kairit Sirts |
| 2021 | Enriching Non-Autoregressive Transformer with Syntactic and Semantic Structures for Neural Machine Translation. Ye Liu, Yao Wan, Jian-Guo Zhang, Wenting Zhao, Philip S. Yu |
| 2021 | Entity-level Factual Consistency of Abstractive Text Summarization. Feng Nan, Ramesh Nallapati, Zhiguo Wang, Cícero Nogueira dos Santos, Henghui Zhu, Dejiao Zhang, Kathy McKeown, Bing Xiang |
| 2021 | Error Analysis and the Role of Morphology. Marcel Bollmann, Anders Søgaard |
| 2021 | Evaluating Neural Model Robustness for Machine Comprehension. Winston Wu, Dustin Arendt, Svitlana Volkova |
| 2021 | Evaluating language models for the retrieval and categorization of lexical collocations. Luis Espinosa Anke, Joan Codina-Filbà, Leo Wanner |
| 2021 | Evaluating the Evaluation of Diversity in Natural Language Generation. Guy Tevet, Jonathan Berant |
| 2021 | Event-Driven News Stream Clustering using Entity-Aware Contextual Embeddings. Kailash Karthik Saravanakumar, Miguel Ballesteros, Muthu Kumar Chandrasekaran, Kathleen R. McKeown |
| 2021 | Expanding, Retrieving and Infilling: Diversifying Cross-Domain Question Generation with Flexible Templates. Xiaojing Yu, Anxiao Jiang |
| 2021 | Exploiting Cloze-Questions for Few-Shot Text Classification and Natural Language Inference. Timo Schick, Hinrich Schütze |
| 2021 | Exploiting Definitions for Frame Identification. Tianyu Jiang, Ellen Riloff |
| 2021 | Exploiting Emojis for Abusive Language Detection. Michael Wiegand, Josef Ruppenhofer |
| 2021 | Exploiting Multimodal Reinforcement Learning for Simultaneous Machine Translation. Julia Ive, Andy Mingren Li, Yishu Miao, Ozan Caglayan, Pranava Madhyastha, Lucia Specia |
| 2021 | Exploiting Position and Contextual Word Embeddings for Keyphrase Extraction from Scientific Papers. Krutarth Patel, Cornelia Caragea |
| 2021 | Exploring Supervised and Unsupervised Rewards in Machine Translation. Julia Ive, Zixu Wang, Marina Fomicheva, Lucia Specia |
| 2021 | Exploring Transitivity in Neural NLI Models through Veridicality. Hitomi Yanaka, Koji Mineshima, Kentaro Inui |
| 2021 | Exploring the Limits of Few-Shot Link Prediction in Knowledge Graphs. Dora Jambor, Komal K. Teru, Joelle Pineau, William L. Hamilton |
| 2021 | Extractive Summarization Considering Discourse and Coreference Relations based on Heterogeneous Graph. Yin Jou Huang, Sadao Kurohashi |
| 2021 | Extremely Small BERT Models from Mixed-Vocabulary Training. Sanqiang Zhao, Raghav Gupta, Yang Song, Denny Zhou |
| 2021 | FAST: Financial News and Tweet Based Time Aware Network for Stock Trading. Ramit Sawhney, Arnav Wadhwa, Shivam Agarwal, Rajiv Ratn Shah |
| 2021 | FEWS: Large-Scale, Low-Shot Word Sense Disambiguation with the Dictionary. Terra Blevins, Mandar Joshi, Luke Zettlemoyer |
| 2021 | Facilitating Terminology Translation with Target Lemma Annotations. Toms Bergmanis, Marcis Pinnis |
| 2021 | FakeFlow: Fake News Detection by Modeling the Flow of Affective Information. Bilal Ghanem, Simone Paolo Ponzetto, Paolo Rosso, Francisco Rangel |
| 2021 | Few Shot Dialogue State Tracking using Meta-learning. Saket Dingliwal, Shuyang Gao, Sanchit Agarwal, Chien-Wei Lin, Tagyoung Chung, Dilek Hakkani-Tür |
| 2021 | Few-Shot Semantic Parsing for New Predicates. Zhuang Li, Lizhen Qu, Shuo Huang, Gholamreza Haffari |
| 2021 | Few-shot Learning for Slot Tagging with Attentive Relational Network. Cennet Oguz, Ngoc Thang Vu |
| 2021 | Few-shot learning through contextual data augmentation. Farid Arthaud, Rachel Bawden, Alexandra Birch |
| 2021 | Fine-Grained Event Trigger Detection. Duong Le, Thien Huu Nguyen |
| 2021 | First Align, then Predict: Understanding the Cross-Lingual Ability of Multilingual BERT. Benjamin Muller, Yanai Elazar, Benoît Sagot, Djamé Seddah |
| 2021 | Framing Word Sense Disambiguation as a Multi-Label Problem for Model-Agnostic Knowledge Integration. Simone Conia, Roberto Navigli |
| 2021 | Frequency-Guided Word Substitutions for Detecting Textual Adversarial Examples. Maximilian Mozes, Pontus Stenetorp, Bennett Kleinberg, Lewis D. Griffin |
| 2021 | From Toxicity in Online Comments to Incivility in American News: Proceed with Caution. Anushree Hede, Oshin Agarwal, Linda Lu, Diana C. Mutz, Ani Nenkova |
| 2021 | From characters to words: the turning point of BPE merges. Ximena Gutierrez-Vasques, Christian Bentz, Olga Sozinova, Tanja Samardzic |
| 2021 | From the Stage to the Audience: Propaganda on Reddit. Oana Balalau, Roxana Horincar |
| 2021 | GLaRA: Graph-based Labeling Rule Augmentation for Weakly Supervised Named Entity Recognition. Xinyan Zhao, Haibo Ding, Zhe Feng |
| 2021 | GRIT: Generative Role-filler Transformers for Document-level Event Entity Extraction. Xinya Du, Alexander M. Rush, Claire Cardie |
| 2021 | Gender and Racial Fairness in Depression Research using Social Media. Carlos Alejandro Aguirre, Keith Harrigian, Mark Dredze |
| 2021 | Generating Syntactically Controlled Paraphrases without Using Annotated Parallel Pairs. Kuan-Hao Huang, Kai-Wei Chang |
| 2021 | Generating Weather Comments from Meteorological Simulations. Soichiro Murakami, Sora Tanaka, Masatsugu Hangyo, Hidetaka Kamigaito, Kotaro Funakoshi, Hiroya Takamura, Manabu Okumura |
| 2021 | Generative Text Modeling through Short Run Inference. Bo Pang, Erik Nijkamp, Tian Han, Ying Nian Wu |
| 2021 | Globalizing BERT-based Transformer Architectures for Long Document Summarization. Quentin Grail, Julien Perez, Éric Gaussier |
| 2021 | Graph-based Fake News Detection using a Summarization Technique. Gihwan Kim, Youngjoong Ko |
| 2021 | Grounding as a Collaborative Process. Luciana Benotti, Patrick Blackburn |
| 2021 | Handling Out-Of-Vocabulary Problem in Hangeul Word Embeddings. Ohjoon Kwon, Dohyun Kim, Soo-Ryeon Lee, Junyoung Choi, SangKeun Lee |
| 2021 | Hidden Biases in Unreliable News Detection Datasets. Xiang Zhou, Heba Elfardy, Christos Christodoulopoulos, Thomas Butler, Mohit Bansal |
| 2021 | Hierarchical Multi-head Attentive Network for Evidence-aware Fake News Detection. Nguyen Vo, Kyumin Lee |
| 2021 | How Certain is Your Transformer? Artem Shelmanov, Evgenii Tsymbalov, Dmitry Puzyrev, Kirill Fedyanin, Alexander Panchenko, Maxim Panov |
| 2021 | How Fast can BERT Learn Simple Natural Language Inference? Yi-Chung Lin, Keh-Yih Su |
| 2021 | How Good (really) are Grammatical Error Correction Systems? Alla Rozovskaya, Dan Roth |
| 2021 | How to Evaluate a Summarizer: Study Design and Statistical Analysis for Manual Linguistic Quality Evaluation. Julius Steen, Katja Markert |
| 2021 | I Beg to Differ: A study of constructive disagreement in online conversations. Christine de Kock, Andreas Vlachos |
| 2021 | Identify, Align, and Integrate: Matching Knowledge Graphs to Commonsense Reasoning Tasks. Lisa Bauer, Mohit Bansal |
| 2021 | Identifying Named Entities as they are Typed. Ravneet Arora, Chen-Tse Tsai, Daniel Preotiuc-Pietro |
| 2021 | If you've got it, flaunt it: Making the most of fine-grained sentiment annotations. Jeremy Barnes, Lilja Øvrelid, Erik Velldal |
| 2021 | Implicit Unlikelihood Training: Improving Neural Text Generation with Reinforcement Learning. Evgeny Lagutin, Daniil Gavrilov, Pavel Kalaidin |
| 2021 | Implicitly Abusive Comparisons - A New Dataset and Linguistic Analysis. Michael Wiegand, Maja Geulig, Josef Ruppenhofer |
| 2021 | Improving Factual Consistency Between a Response and Persona Facts. Mohsen Mesgar, Edwin Simpson, Iryna Gurevych |
| 2021 | Increasing Robustness to Spurious Correlations using Forgettable Examples. Yadollah Yaghoobzadeh, Soroush Mehri, Remi Tachet des Combes, Timothy J. Hazen, Alessandro Sordoni |
| 2021 | Incremental Beam Manipulation for Natural Language Generation. James Hargreaves, Andreas Vlachos, Guy Emerson |
| 2021 | Informative and Controllable Opinion Summarization. Reinald Kim Amplayo, Mirella Lapata |
| 2021 | Interpretability for Morphological Inflection: from Character-level Predictions to Subword-level Rules. Tatyana Ruzsics, Olga Sozinova, Ximena Gutierrez-Vasques, Tanja Samardzic |
| 2021 | Is "hot pizza" Positive or Negative? Mining Target-aware Sentiment Lexicons. Jie Zhou, Yuanbin Wu, Changzhi Sun, Liang He |
| 2021 | Is Supervised Syntactic Parsing Beneficial for Language Understanding Tasks? An Empirical Investigation. Goran Glavas, Ivan Vulic |
| 2021 | Is the Understanding of Explicit Discourse Relations Required in Machine Reading Comprehension? Yulong Wu, Viktor Schlegel, Riza Batista-Navarro |
| 2021 | Joint Coreference Resolution and Character Linking for Multiparty Conversation. Jiaxin Bai, Hongming Zhang, Yangqiu Song, Kun Xu |
| 2021 | Joint Energy-based Model Training for Better Calibrated Natural Language Understanding Models. Tianxing He, Bryan McCann, Caiming Xiong, Ehsan Hosseini-Asl |
| 2021 | Joint Learning of Hyperbolic Label Embeddings for Hierarchical Multi-label Classification. Soumya Chatterjee, Ayush Maheshwari, Ganesh Ramakrishnan, Saketha Nath Jagarlapudi |
| 2021 | Joint Learning of Representations for Web-tables, Entities and Types using Graph Convolutional Network. Aniket Pramanick, Indrajit Bhattacharya |
| 2021 | Jointly Improving Language Understanding and Generation with Quality-Weighted Weak Supervision of Automatic Labeling. Ernie Chang, Vera Demberg, Alex Marin |
| 2021 | Keep Learning: Self-supervised Meta-learning for Learning from Inference. Akhil Kedia, Sai Chetan Chinthakindi |
| 2021 | Knowledge Base Question Answering through Recursive Hypergraphs. Naganand Yadati, Dayanidhi R. S, Vaishnavi S., Indira K. M, Srinidhi G |
| 2021 | L2C: Describing Visual Differences Needs Semantic Understanding of Individuals. An Yan, Xin Wang, Tsu-Jui Fu, William Yang Wang |
| 2021 | LESA: Linguistic Encapsulation and Semantic Amalgamation Based Generalised Claim Detection from Online Content. Shreya Gupta, Parantak Singh, Megha Sundriyal, Md. Shad Akhtar, Tanmoy Chakraborty |
| 2021 | LSOIE: A Large-Scale Dataset for Supervised Open Information Extraction. Jacob Solawetz, Stefan Larson |
| 2021 | Language Modelling as a Multi-Task Problem. Lucas Weber, Jaap Jumelet, Elia Bruni, Dieuwke Hupkes |
| 2021 | Language Models as Knowledge Bases: On Entity Representations, Storage Capacity, and Paraphrased Queries. Benjamin Heinzerling, Kentaro Inui |
| 2021 | Language Models for Lexical Inference in Context. Martin Schmitt, Hinrich Schütze |
| 2021 | Learning Coupled Policies for Simultaneous Machine Translation using Imitation Learning. Philip Arthur, Trevor Cohn, Gholamreza Haffari |
| 2021 | Learning From Revisions: Quality Assessment of Claims in Argumentation at Scale. Gabriella Skitalinskaya, Jonas Klaff, Henning Wachsmuth |
| 2021 | Learning Relatedness between Types with Prototypes for Relation Extraction. Lisheng Fu, Ralph Grishman |
| 2021 | Leveraging End-to-End ASR for Endangered Language Documentation: An Empirical Study on Yolóxochitl Mixtec. Jiatong Shi, Jonathan D. Amith, Rey Castillo García, Esteban Guadalupe Sierra, Kevin Duh, Shinji Watanabe |
| 2021 | Leveraging Passage Retrieval with Generative Models for Open Domain Question Answering. Gautier Izacard, Edouard Grave |
| 2021 | Lexical Normalization for Code-switched Data and its Effect on POS Tagging. Rob van der Goot, Özlem Çetinoglu |
| 2021 | Lifelong Knowledge-Enriched Social Event Representation Learning. Prashanth Vijayaraghavan, Deb Roy |
| 2021 | MIDAS: A Dialog Act Annotation Scheme for Open Domain HumanMachine Spoken Conversations. Dian Yu, Zhou Yu |
| 2021 | MONAH: Multi-Modal Narratives for Humans to analyze conversations. Joshua Y. Kim, Kalina Yacef, Greyson Y. Kim, Chunfeng Liu, Rafael A. Calvo, Silas Taylor |
| 2021 | MTOP: A Comprehensive Multilingual Task-Oriented Semantic Parsing Benchmark. Haoran Li, Abhinav Arora, Shuohui Chen, Anchit Gupta, Sonal Gupta, Yashar Mehdad |
| 2021 | Machine Translationese: Effects of Algorithmic Bias on Linguistic Complexity in Machine Translation. Eva Vanmassenhove, Dimitar Sht. Shterionov, Matthew Gwilliam |
| 2021 | Maximal Multiverse Learning for Promoting Cross-Task Generalization of Fine-Tuned Language Models. Itzik Malkiel, Lior Wolf |
| 2021 | Measuring and Improving Faithfulness of Attention in Neural Machine Translation. Pooya Moradi, Nishant Kambhatla, Anoop Sarkar |
| 2021 | Mega-COV: A Billion-Scale Dataset of 100+ Languages for COVID-19. Muhammad Abdul-Mageed, AbdelRahim A. Elmadany, El Moatez Billah Nagoudi, Dinesh Pabbi, Kunal Verma, Rannie Lin |
| 2021 | Memorization vs. Generalization : Quantifying Data Leakage in NLP Performance Evaluation. Aparna Elangovan, Jiayuan He, Karin Verspoor |
| 2021 | Meta-Learning for Effective Multi-task and Multilingual Modelling. Ishan Tarunesh, Sushil Khyalia, Vishwajeet Kumar, Ganesh Ramakrishnan, Preethi Jyothi |
| 2021 | Metric-Type Identification for Multi-Level Header Numerical Tables in Scientific Papers. Lya Hulliyyatus Suadaa, Hidetaka Kamigaito, Manabu Okumura, Hiroya Takamura |
| 2021 | Metrical Tagging in the Wild: Building and Annotating Poetry Corpora with Rhythmic Features. Thomas N. Haider |
| 2021 | Mode Effects' Challenge to Authorship Attribution. Haining Wang, Allen Riddell, Patrick Juola |
| 2021 | Modeling Context in Answer Sentence Selection Systems on a Latency Budget. Rujun Han, Luca Soldaini, Alessandro Moschitti |
| 2021 | Modeling Coreference Relations in Visual Dialog. Mingxiao Li, Marie-Francine Moens |
| 2021 | Modelling Context Emotions using Multi-task Learning for Emotion Controlled Dialog Generation. Deeksha Varshney, Asif Ekbal, Pushpak Bhattacharyya |
| 2021 | Multi-facet Universal Schema. Rohan Paul, Haw-Shiuan Chang, Andrew McCallum |
| 2021 | Multi-split Reversible Transformers Can Enhance Neural Machine Translation. Yuekai Zhao, Shuchang Zhou, Zhihua Zhang |
| 2021 | MultiHumES: Multilingual Humanitarian Dataset for Extractive Summarization. Jenny Paola Yela-Bello, Ewan Oglethorpe, Navid Rekabsaz |
| 2021 | Multilingual Entity and Relation Extraction Dataset and Model. Alessandro Seganti, Klaudia Firlag, Helena Skowronska, Michal Satlawa, Piotr Andruszkiewicz |
| 2021 | Multilingual LAMA: Investigating Knowledge in Multilingual Pretrained Language Models. Nora Kassner, Philipp Dufter, Hinrich Schütze |
| 2021 | Multilingual Machine Translation: Closing the Gap between Shared and Language-specific Encoder-Decoders. Carlos Escolano, Marta R. Costa-jussà, José A. R. Fonollosa, Mikel Artetxe |
| 2021 | Multilingual Neural Machine Translation with Deep Encoder and Multiple Shallow Decoders. Xiang Kong, Adithya Renduchintala, James Cross, Yuqing Tang, Jiatao Gu, Xian Li |
| 2021 | Multilingual and cross-lingual document classification: A meta-learning approach. Niels van der Heijden, Helen Yannakoudakis, Pushkar Mishra, Ekaterina Shutova |
| 2021 | Multimodal Text Style Transfer for Outdoor Vision-and-Language Navigation. Wanrong Zhu, Xin Wang, Tsu-Jui Fu, An Yan, Pradyumna Narayana, Kazoo Sone, Sugato Basu, William Yang Wang |
| 2021 | Multiple Tasks Integration: Tagging, Syntactic and Semantic Parsing as a Single Task. Timothée Bernard |
| 2021 | NLQuAD: A Non-Factoid Long Question Answering Data Set. Amir Soleimani, Christof Monz, Marcel Worring |
| 2021 | Neural Data-to-Text Generation with LM-based Text Augmentation. Ernie Chang, Xiaoyu Shen, Dawei Zhu, Vera Demberg, Hui Su |
| 2021 | Neural-Driven Search-Based Paraphrase Generation. Betty Fabre, Tanguy Urvoy, Jonathan Chevelu, Damien Lolive |
| 2021 | NewsMTSC: A Dataset for (Multi-)Target-dependent Sentiment Classification in Political News Articles. Felix Hamborg, Karsten Donnay |
| 2021 | NoiseQA: Challenge Set Evaluation for User-Centric Question Answering. Abhilasha Ravichander, Siddharth Dalmia, Maria Ryskina, Florian Metze, Eduard H. Hovy, Alan W. Black |
| 2021 | Non-Autoregressive Text Generation with Pre-trained Language Models. Yixuan Su, Deng Cai, Yan Wang, David Vandyke, Simon Baker, Piji Li, Nigel Collier |
| 2021 | On Hallucination and Predictive Uncertainty in Conditional Language Generation. Yijun Xiao, William Yang Wang |
| 2021 | On Robustness of Neural Semantic Parsers. Shuo Huang, Zhuang Li, Lizhen Qu, Lei Pan |
| 2021 | On the (In)Effectiveness of Images for Text Classification. Chunpeng Ma, Aili Shen, Hiyori Yoshikawa, Tomoya Iwakura, Daniel Beck, Timothy Baldwin |
| 2021 | On the Calibration and Uncertainty of Neural Learning to Rank Models for Conversational Search. Gustavo Penha, Claudia Hauff |
| 2021 | On the Computational Modelling of Michif Verbal Morphology. Fineen Davis, Eddie Antonio Santos, Heather Souter |
| 2021 | On the Evaluation of Vision-and-Language Navigation Instructions. Ming Zhao, Peter Anderson, Vihan Jain, Su Wang, Alexander Ku, Jason Baldridge, Eugene Ie |
| 2021 | On the evolution of syntactic information encoded by BERT's contextualized representations. Laura Pérez-Mayos, Roberto Carlini, Miguel Ballesteros, Leo Wanner |
| 2021 | On-Device Text Representations Robust To Misspellings via Projections. Chinnadhurai Sankar, Sujith Ravi, Zornitsa Kozareva |
| 2021 | One-class Text Classification with Multi-modal Deep Support Vector Data Description. Chenlong Hu, Yukun Feng, Hidetaka Kamigaito, Hiroya Takamura, Manabu Okumura |
| 2021 | Open-Mindedness and Style Coordination in Argumentative Discussions. Aviv Ben Haim, Oren Tsur |
| 2021 | PHASE: Learning Emotional Phase-aware Representations for Suicide Ideation Detection on Social Media. Ramit Sawhney, Harshit Joshi, Lucie Flek, Rajiv Ratn Shah |
| 2021 | PPT: Parsimonious Parser Transfer for Unsupervised Cross-Lingual Adaptation. Kemal Kurniawan, Lea Frermann, Philip Schulz, Trevor Cohn |
| 2021 | ParaSCI: A Large Scientific Paraphrase Dataset for Longer Paraphrase Generation. Qingxiu Dong, Xiaojun Wan, Yue Cao |
| 2021 | Paraphrases do not explain word analogies. Louis Fournier, Ewan Dunbar |
| 2021 | Polarized-VAE: Proximity Based Disentangled Representation Learning for Text Generation. Vikash Balasubramanian, Ivan Kobyzev, Hareesh Bahuleyan, Ilya Shapiro, Olga Vechtomova |
| 2021 | PolyLM: Learning about Polysemy through Language Modeling. Alan Ansell, Felipe Bravo-Marquez, Bernhard Pfahringer |
| 2021 | Predicting Treatment Outcome from Patient Texts: The Case of Internet-Based Cognitive Behavioural Therapy. Evangelia Gogoulou, Magnus Boman, Fehmi Ben Abdesslem, Nils Hentati Isacsson, Viktor Kaldo, Magnus Sahlgren |
| 2021 | ProFormer: Towards On-Device LSH Projection Based Transformers. Chinnadhurai Sankar, Sujith Ravi, Zornitsa Kozareva |
| 2021 | Probing for idiomaticity in vector space models. Marcos García, Tiago Kramer Vieira, Carolina Scarton, Marco Idiart, Aline Villavicencio |
| 2021 | Probing into the Root: A Dataset for Reason Extraction of Structural Events from Financial Documents. Pei Chen, Kang Liu, Yubo Chen, Taifeng Wang, Jun Zhao |
| 2021 | Probing the Probing Paradigm: Does Probing Accuracy Entail Task Relevance? Abhilasha Ravichander, Yonatan Belinkov, Eduard H. Hovy |
| 2021 | Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume, EACL 2021, Online, April 19 - 23, 2021 Paola Merlo, Jörg Tiedemann, Reut Tsarfaty |
| 2021 | Process-Level Representation of Scientific Protocols with Interactive Annotation. Ronen Tamari, Fan Bai, Alan Ritter, Gabriel Stanovsky |
| 2021 | Progressively Pretrained Dense Corpus Index for Open-Domain Question Answering. Wenhan Xiong, Hong Wang, William Yang Wang |
| 2021 | Project-then-Transfer: Effective Two-stage Cross-lingual Transfer for Semantic Dependency Parsing. Hiroaki Ozaki, Gaku Morio, Terufumi Morishita, Toshinori Miyoshi |
| 2021 | Quality Estimation without Human-labeled Data. Yi-Lin Tuan, Ahmed El-Kishky, Adithya Renduchintala, Vishrav Chaudhary, Francisco Guzmán, Lucia Specia |
| 2021 | Quantifying Appropriateness of Summarization Data for Curriculum Learning. Ryuji Kano, Takumi Takahashi, Toru Nishino, Motoki Taniguchi, Tomoki Taniguchi, Tomoko Ohkuma |
| 2021 | Query Generation for Multimodal Documents. Kyungho Kim, Kyungjae Lee, Seung-won Hwang, Young-In Song, Seungwook Lee |
| 2021 | Question and Answer Test-Train Overlap in Open-Domain Question Answering Datasets. Patrick Lewis, Pontus Stenetorp, Sebastian Riedel |
| 2021 | Randomized Deep Structured Prediction for Discourse-Level Processing. Manuel Widmoser, Maria Leonor Pacheco, Jean Honorio, Dan Goldwasser |
| 2021 | Reanalyzing the Most Probable Sentence Problem: A Case Study in Explicating the Role of Entropy in Algorithmic Complexity. Eric Corlett, Gerald Penn |
| 2021 | Recipes for Adapting Pre-trained Monolingual and Multilingual Models to Machine Translation. Asa Cooper Stickland, Xian Li, Marjan Ghazvininejad |
| 2021 | Recipes for Building an Open-Domain Chatbot. Stephen Roller, Emily Dinan, Naman Goyal, Da Ju, Mary Williamson, Yinhan Liu, Jing Xu, Myle Ott, Eric Michael Smith, Y-Lan Boureau, Jason Weston |
| 2021 | Regulatory Compliance through Doc2Doc Information Retrieval: A case study in EU/UK legislation where text similarity has limitations. Ilias Chalkidis, Manos Fergadiotis, Nikolaos Manginas, Eva Katakalou, Prodromos Malakasiotis |
| 2021 | RelWalk - A Latent Variable Model Approach to Knowledge Graph Embedding. Danushka Bollegala, Huda Hakami, Yuichi Yoshida, Ken-ichi Kawarabayashi |
| 2021 | Removing Word-Level Spurious Alignment between Images and Pseudo-Captions in Unsupervised Image Captioning. Ukyo Honda, Yoshitaka Ushiku, Atsushi Hashimoto, Taro Watanabe, Yuji Matsumoto |
| 2021 | Representations for Question Answering from Documents with Tables and Text. Vicky Zayats, Kristina Toutanova, Mari Ostendorf |
| 2021 | ResPer: Computationally Modelling Resisting Strategies in Persuasive Conversations. Ritam Dutt, Sayan Sinha, Rishabh Joshi, Surya Shekhar Chakraborty, Meredith Riggs, Xinru Yan, Haogang Bao, Carolyn P. Rosé |
| 2021 | Rethinking Coherence Modeling: Synthetic vs. Downstream Tasks. Tasnim Mohiuddin, Prathyusha Jwalapuram, Xiang Lin, Shafiq R. Joty |
| 2021 | Retrieval, Re-ranking and Multi-task Learning for Knowledge-Base Question Answering. Zhiguo Wang, Patrick Ng, Ramesh Nallapati, Bing Xiang |
| 2021 | SANDI: Story-and-Images Alignment. Sreyasi Nag Chowdhury, Simon Razniewski, Gerhard Weikum |
| 2021 | SICK-NL: A Dataset for Dutch Natural Language Inference. Gijs Wijnholds, Michael Moortgat |
| 2021 | STAR: Cross-modal [STA]tement [R]epresentation for selecting relevant mathematical premises. Deborah Ferreira, André Freitas |
| 2021 | Scalable Evaluation and Improvement of Document Set Expansion via Neural Positive-Unlabeled Learning. Alon Jacovi, Gang Niu, Yoav Goldberg, Masashi Sugiyama |
| 2021 | Scientific Discourse Tagging for Evidence Extraction. Xiangci Li, Gully A. Burns, Nanyun Peng |
| 2021 | Searching for Search Errors in Neural Morphological Inflection. Martina Forster, Clara Meister, Ryan Cotterell |
| 2021 | Segmenting Subtitles for Correcting ASR Segmentation Errors. David Wan, Chris Kedzie, Faisal Ladhak, Elsbeth Turcan, Petra Galuscáková, Elena Zotkina, Zhengping Jiang, Peter Bell, Kathleen R. McKeown |
| 2021 | Self-Supervised and Controlled Multi-Document Opinion Summarization. Hady Elsahar, Maximin Coavoux, Jos Rozen, Matthias Gallé |
| 2021 | Self-Training Pre-Trained Language Models for Zero- and Few-Shot Multi-Dialectal Arabic Sequence Labeling. Muhammad Khalifa, Muhammad Abdul-Mageed, Khaled Shaalan |
| 2021 | Semantic Oppositeness Assisted Deep Contextual Modeling for Automatic Rumor Detection in Social Networks. Nisansa de Silva, Dejing Dou |
| 2021 | Semantic Parsing of Disfluent Speech. Priyanka Sen, Isabel Groves |
| 2021 | SpanEmo: Casting Multi-label Emotion Classification as Span-prediction. Hassan Alhuzali, Sophia Ananiadou |
| 2021 | Stereotype and Skew: Quantifying Gender Bias in Pre-trained and Fine-tuned Language Models. Daniel de Vassimon Manela, David Errington, Thomas Fisher, Boris van Breugel, Pasquale Minervini |
| 2021 | Streaming Models for Joint Speech Recognition and Translation. Orion Weller, Matthias Sperber, Christian Gollan, Joris Kluivers |
| 2021 | StructSum: Summarization via Structured Representations. Vidhisha Balachandran, Artidoro Pagnoni, Jay Yoon Lee, Dheeraj Rajagopal, Jaime G. Carbonell, Yulia Tsvetkov |
| 2021 | Structural Encoding and Pre-training Matter: Adapting BERT for Table-Based Fact Verification. Rui Dong, David Smith |
| 2021 | Subword Pooling Makes a Difference. Judit Ács, Ákos Kádár, András Kornai |
| 2021 | Summarising Historical Text in Modern Languages. Xutan Peng, Yi Zheng, Chenghua Lin, Advaith Siddharthan |
| 2021 | Syntactic Nuclei in Dependency Parsing - A Multilingual Exploration. Ali Basirat, Joakim Nivre |
| 2021 | Syntax-BERT: Improving Pre-trained Transformers with Syntax Trees. Jiangang Bai, Yujing Wang, Yiren Chen, Yaming Yang, Jing Bai, Jing Yu, Yunhai Tong |
| 2021 | TDMSci: A Specialized Corpus for Scientific Literature Entity Tagging of Tasks Datasets and Metrics. Yufang Hou, Charles Jochim, Martin Gleize, Francesca Bonin, Debasis Ganguly |
| 2021 | Telling BERT's Full Story: from Local Attention to Global Aggregation. Damian Pascual, Gino Brunner, Roger Wattenhofer |
| 2021 | Text Augmentation in a Multi-Task View. Jason Wei, Chengyu Huang, Shiqi Xu, Soroush Vosoughi |
| 2021 | The Chinese Remainder Theorem for Compact, Task-Precise, Efficient and Secure Word Embeddings. Patricia Thaine, Gerald Penn |
| 2021 | The Gutenberg Dialogue Dataset. Richard Csaky, Gábor Recski |
| 2021 | The Interplay of Task Success and Dialogue Quality: An in-depth Evaluation in Task-Oriented Visual Dialogues. Alberto Testoni, Raffaella Bernardi |
| 2021 | The Role of Syntactic Planning in Compositional Image Captioning. Emanuele Bugliarello, Desmond Elliott |
| 2021 | The Source-Target Domain Mismatch Problem in Machine Translation. Jiajun Shen, Peng-Jen Chen, Matt Le, Junxian He, Jiatao Gu, Myle Ott, Michael Auli, Marc'Aurelio Ranzato |
| 2021 | Through the Looking Glass: Learning to Attribute Synthetic Text Generated by Language Models. Shaoor Munir, Brishna Batool, Zubair Shafiq, Padmini Srinivasan, Fareed Zaffar |
| 2021 | Top-down Discourse Parsing via Sequence Labelling. Fajri Koto, Jey Han Lau, Timothy Baldwin |
| 2021 | Towards More Fine-grained and Reliable NLP Performance Prediction. Zihuiwen Ye, Pengfei Liu, Jinlan Fu, Graham Neubig |
| 2021 | Towards a Decomposable Metric for Explainable Evaluation of Text Generation from AMR. Juri Opitz, Anette Frank |
| 2021 | TrNews: Heterogeneous User-Interest Transfer Learning for News Recommendation. Guangneng Hu, Qiang Yang |
| 2021 | Two Training Strategies for Improving Relation Extraction over Universal Graph. Qin Dai, Naoya Inoue, Ryo Takahashi, Kentaro Inui |
| 2021 | Understanding Pre-Editing for Black-Box Neural Machine Translation. Rei Miyata, Atsushi Fujita |
| 2021 | Unification-based Reconstruction of Multi-hop Explanations for Science Questions. Marco Valentino, Mokanarangan Thayaparan, André Freitas |
| 2021 | Unsupervised Abstractive Summarization of Bengali Text Documents. Radia Rayan Chowdhury, Mir Tafseer Nayeem, Tahsin Tasnim Mim, Md. Saifur Rahman Chowdhury, Taufiqul Jannat |
| 2021 | Unsupervised Extractive Summarization using Pointwise Mutual Information. Vishakh Padmakumar, He He |
| 2021 | Unsupervised Sentence-embeddings by Manifold Approximation and Projection. Subhradeep Kayal |
| 2021 | Unsupervised Word Polysemy Quantification with Multiresolution Grids of Contextual Embeddings. Christos Xypolopoulos, Antoine J.-P. Tixier, Michalis Vazirgiannis |
| 2021 | Us vs. Them: A Dataset of Populist Attitudes, News Bias and Emotions. Pere-Lluís Huguet Cabot, David Abadi, Agneta Fischer, Ekaterina Shutova |
| 2021 | Variational Weakly Supervised Sentiment Analysis with Posterior Regularization. Ziqian Zeng, Yangqiu Song |
| 2021 | VoiSeR: A New Benchmark for Voice-Based Search Refinement. Simone Filice, Giuseppe Castellucci, Marcus D. Collins, Eugene Agichtein, Oleg Rokhlenko |
| 2021 | WER-BERT: Automatic WER Estimation with BERT in a Balanced Ordinal Classification Paradigm. Akshay Krishna Sheshadri, Anvesh Rao Vijjini, Sukhdeep Kharbanda |
| 2021 | We Need To Talk About Random Splits. Anders Søgaard, Sebastian Ebert, Jasmijn Bastings, Katja Filippova |
| 2021 | What Sounds "Right" to Me? Experiential Factors in the Perception of Political Ideology. Qinlan Shen, Carolyn P. Rosé |
| 2021 | Why Is MBTI Personality Detection from Texts a Difficult Task? Sanja Stajner, Seren Yenikent |
| 2021 | WiC-TSV: An Evaluation Benchmark for Target Sense Verification of Words in Context. Anna Breit, Artem Revenko, Kiamehr Rezaee, Mohammad Taher Pilehvar, José Camacho-Collados |
| 2021 | WikiMatrix: Mining 135M Parallel Sentences in 1620 Language Pairs from Wikipedia. Holger Schwenk, Vishrav Chaudhary, Shuo Sun, Hongyu Gong, Francisco Guzmán |
| 2021 | With Measured Words: Simple Sentence Selection for Black-Box Optimization of Sentence Compression Algorithms. Yotam Shichel, Meir Kalech, Oren Tsur |
| 2021 | Word Alignment by Fine-tuning Embeddings on Parallel Corpora. Zi-Yi Dou, Graham Neubig |
| 2021 | Zero-shot Generalization in Dialog State Tracking through Generative Question Answering. Shuyang Li, Jin Cao, Mukund Sridhar, Henghui Zhu, Shang-wen Li, Wael Hamza, Julian J. McAuley |
| 2021 | Zero-shot Neural Passage Retrieval via Domain-targeted Synthetic Question Generation. Ji Ma, Ivan Korotkov, Yinfei Yang, Keith B. Hall, Ryan T. McDonald |