| 2021 | Redefining Absent Keyphrases and their Effect on Retrieval Effectiveness. | Florian Boudin, Ygor Gallina |
| 2021 | ER-AE: Differentially Private Text Generation for Authorship Anonymization. | Haohan Bo, Steven H. H. Ding, Benjamin C. M. Fung, Farkhund Iqbal |
| 2021 | Automatic Generation of Contrast Sets from Scene Graphs: Probing the Compositional Consistency of GQA. | Yonatan Bitton, Gabriel Stanovsky, Roy Schwartz, Michael Elhadad |
| 2021 | Too Much in Common: Shifting of Embeddings in Transformer Language Models and its Implications. | Daniel Bis, Maksim Podkorytov, Xiuwen Liu |
| 2021 | On Attention Redundancy: A Comprehensive Study. | Yuchen Bian, Jiaji Huang, Xingyu Cai, Jiahong Yuan, Kenneth Church |
| 2021 | Query2Prod2Vec: Grounded Word Embeddings for eCommerce. | Federico Bianchi, Jacopo Tagliabue, Bingqing Yu |
| 2021 | Language in a (Search) Box: Grounding Language Learning in Real-World Human-Machine Interaction. | Federico Bianchi, Ciro Greco, Jacopo Tagliabue |
| 2021 | Automatic Classification of Neutralization Techniques in the Narrative of Climate Change Scepticism. | Shraey Bhatia, Jey Han Lau, Timothy Baldwin |
| 2021 | Is Incoherence Surprising? Targeted Evaluation of Coherence Prediction from Language Models. | Anne Beyer, Sharid Loiciga, David Schlangen |
| 2021 | A recipe for annotating grounded clarifications. | Luciana Benotti, Patrick Blackburn |
| 2021 | ESC: Redesigning WSD with Extractive Sense Comprehension. | Edoardo Barba, Tommaso Pasini, Roberto Navigli |
| 2021 | Non-Autoregressive Translation by Learning Target Categorical Codes. | Yu Bao, Shujian Huang, Tong Xiao, Dongqi Wang, Xinyu Dai, Jiajun Chen |
| 2021 | Self-Supervised Test-Time Learning for Reading Comprehension. | Pratyay Banerjee, Tejas Gokhale, Chitta Baral |
| 2021 | Non-Autoregressive Semantic Parsing for Compositional Task-Oriented Dialog. | Arun Babu, Akshat Shrivastava, Armen Aghajanyan, Ahmed Aly, Angela Fan, Marjan Ghazvininejad |
| 2021 | XOR QA: Cross-lingual Open-Retrieval Question Answering. | Akari Asai, Jungo Kasai, Jonathan H. Clark, Kenton Lee, Eunsol Choi, Hannaneh Hajishirzi |
| 2021 | Clustering-based Inference for Biomedical Entity Linking. | Rico Angell, Nicholas Monath, Sunil Mohan, Nishant Yadav, Andrew McCallum |
| 2021 | Open-Domain Question Answering Goes Conversational via Question Rewriting. | Raviteja Anantha, Svitlana Vakulenko, Zhucheng Tu, Shayne Longpre, Stephen Pulman, Srinivas Chappidi |
| 2021 | How to Motivate Your Dragon: Teaching Goal-Driven Agents to Speak and Act in Fantasy Worlds. | Prithviraj Ammanabrolu, Jack Urbanek, Margaret Li, Arthur Szlam, Tim Rocktschel, Jason Weston |
| 2021 | On the Impact of Random Seeds on the Fairness of Clinical Classifiers. | Silvio Amir, Jan-Willem van de Meent, Byron C. Wallace |
| 2021 | Adversarial Learning for Zero-Shot Stance Detection on Social Media. | Emily Allaway, Malavika Srikanth, Kathleen R. McKeown |
| 2021 | Learning Paralinguistic Features from Audiobooks through Style Voice Conversion. | Zakaria Aldeneh, Matthew Perez, Emily Mower Provost |
| 2021 | Hie-BART: Document Summarization with Hierarchical BART. | Kazuki Akiyama, Akihiro Tamura, Takashi Ninomiya |
| 2021 | Almost Free Semantic Draft for Neural Machine Translation. | Xi Ai, Bin Fang |
| 2021 | Multi-Modal Image Captioning for the Visually Impaired. | Hiba Ahsan, Daivat Bhatt, Kaivankumar Shah, Nikita Bhalla |
| 2021 | Unified Pre-training for Program Understanding and Generation. | Wasi Uddin Ahmad, Saikat Chakraborty, Baishakhi Ray, Kai-Wei Chang |