| 2021 | Extending Multi-Document Summarization Evaluation to the Interactive Setting. | Ori Shapira, Ramakanth Pasunuru, Hadar Ronen, Mohit Bansal, Yael Amsterdamer, Ido Dagan |
| 2021 | Entity Resolution in Open-domain Conversations. | Mingyue Shang, Tong Wang, Mihail Eric, Jiangning Chen, Jiyang Wang, Matthew Welch, Tiantong Deng, Akshay Grewal, Han Wang, Yue Liu, Yang Liu, Dilek Hakkani-Tr |
| 2021 | Negation typology and general representation models for cross-lingual zero-shot negation scope resolution in Russian, French, and Spanish. | Anastassia Shaitarova, Fabio Rinaldi |
| 2021 | Nutri-bullets Hybrid: Consensual Multi-document Summarization. | Darsh J. Shah, Lili Yu, Tao Lei, Regina Barzilay |
| 2021 | Neural Machine Translation without Embeddings. | Uri Shaham, Omer Levy |
| 2021 | Ensemble of MRR and NDCG models for Visual Dialog. | Idan Schwartz |
| 2021 | Get Your Vitamin C! Robust Fact Verification with Contrastive Evidence. | Tal Schuster, Adam Fisch, Regina Barzilay |
| 2021 | DuoRAT: Towards Simpler Text-to-SQL Models. | Torsten Scholak, Raymond Li, Dzmitry Bahdanau, Harm de Vries, Chris Pal |
| 2021 | Aspect-Controlled Neural Argument Generation. | Benjamin Schiller, Johannes Daxenberger, Iryna Gurevych |
| 2021 | It's Not Just Size That Matters: Small Language Models Are Also Few-Shot Learners. | Timo Schick, Hinrich Schtze |
| 2021 | How many data points is a prompt worth? | Teven Le Scao, Alexander M. Rush |
| 2021 | Quantitative Day Trading from Natural Language using Reinforcement Learning. | Ramit Sawhney, Arnav Wadhwa, Shivam Agarwal, Rajiv Ratn Shah |
| 2021 | Multitask Learning for Emotionally Analyzing Sexual Abuse Disclosures. | Ramit Sawhney, Puneet Mathur, Taru Jain, Akash Kumar Gautam, Rajiv Ratn Shah |
| 2021 | Suicide Ideation Detection via Social and Temporal User Representations using Hyperbolic Learning. | Ramit Sawhney, Harshit Joshi, Rajiv Ratn Shah, Lucie Flek |
| 2021 | An Empirical Investigation of Bias in the Multimodal Analysis of Financial Earnings Calls. | Ramit Sawhney, Arshiya Aggarwal, Rajiv Ratn Shah |
| 2021 | Hierarchical Transformer for Task Oriented Dialog Systems. | Bishal Santra, Potnuru Anusha, Pawan Goyal |
| 2021 | Low-Complexity Probing via Finding Subnetworks. | Victor Sanh, Alexander M. Rush |
| 2021 | CLEVR_HYP: A Challenge Dataset and Baselines for Visual Question Answering with Hypothetical Actions over Images. | Shailaja Keyur Sampat, Akshay Kumar, Yezhou Yang, Chitta Baral |
| 2021 | Improving Evidence Retrieval for Automated Explainable Fact-Checking. | Chris Samarinas, Wynne Hsu, Mong-Li Lee |
| 2021 | multiPRover: Generating Multiple Proofs for Improved Interpretability in Rule Reasoning. | Swarnadeep Saha, Prateek Yadav, Mohit Bansal |
| 2021 | Towards Sentiment and Emotion aided Multi-modal Speech Act Classification in Twitter. | Tulika Saha, Apoorva Upadhyaya, Sriparna Saha, Pushpak Bhattacharyya |
| 2021 | Video Question Answering with Phrases via Semantic Roles. | Arka Sadhu, Kan Chen, Ram Nevatia |
| 2021 | Supertagging-based Parsing with Linear Context-free Rewriting Systems. | Thomas Ruprecht, Richard Mrbitz |
| 2021 | SmBoP: Semi-autoregressive Bottom-up Semantic Parsing. | Ohad Rubin, Jonathan Berant |
| 2021 | Answering Product-Questions by Utilizing Questions from Other Contextually Similar Products. | Ohad Rozen, David Carmel, Avihai Mejer, Vitaly Mirkis, Yftah Ziser |