| 2022 | Learning as Conversation: Dialogue Systems Reinforced for Information Acquisition. | Pengshan Cai, Hui Wan, Fei Liu, Mo Yu, Hong Yu, Sachindra Joshi |
| 2022 | Long Context Question Answering via Supervised Contrastive Learning. | Avi Caciularu, Ido Dagan, Jacob Goldberger, Arman Cohan |
| 2022 | Using Paraphrases to Study Properties of Contextual Embeddings. | Laura Burdick, Jonathan K. Kummerfeld, Rada Mihalcea |
| 2022 | What company do words keep? Revisiting the distributional semantics of J.R. Firth & Zellig Harris. | Mikael Brunila, Jack LaViolette |
| 2022 | BitextEdit: Automatic Bitext Editing for Improved Low-Resource Machine Translation. | Eleftheria Briakou, Sida I. Wang, Luke Zettlemoyer, Marjan Ghazvininejad |
| 2022 | Efficient Few-Shot Fine-Tuning for Opinion Summarization. | Arthur Brazinskas, Ramesh Nallapati, Mohit Bansal, Markus Dreyer |
| 2022 | Does Summary Evaluation Survive Translation to Other Languages? | Spencer Braun, Oleg V. Vasilyev, Neslihan Iskender, John Bohannon |
| 2022 | How Conservative are Language Models? Adapting to the Introduction of Gender-Neutral Pronouns. | Stephanie Brandl, Ruixiang Cui, Anders Sgaard |
| 2022 | Adversarial Text Normalization. | Joanna Bitton, Maya Pavlova, Ivan Evtimov |
| 2022 | Retrieval Based Response Letter Generation For a Customer Care Setting. | Biplob Biswas, Renhao Cui, Rajiv Ramnath |
| 2022 | Twitter-COMMs: Detecting Climate, COVID, and Military Multimodal Misinformation. | Giscard Biamby, Grace Luo, Trevor Darrell, Anna Rohrbach |
| 2022 | BanglaBERT: Language Model Pretraining and Benchmarks for Low-Resource Language Understanding Evaluation in Bangla. | Abhik Bhattacharjee, Tahmid Hasan, Wasi Uddin Ahmad, Kazi Samin Mubasshir, Md Saiful Islam, Anindya Iqbal, M. Sohel Rahman, Rifat Shahriyar |
| 2022 | What Do Users Care About? Detecting Actionable Insights from User Feedback. | Kasturi Bhattacharjee, Rashmi Gangadharaiah, Kathleen R. McKeown, Dan Roth |
| 2022 | Zero-shot Entity Linking with Less Data. | G. P. Shrivatsa Bhargav, Dinesh Khandelwal, Saswati Dana, Dinesh Garg, Pavan Kapanipathi, Salim Roukos, Alexander G. Gray, L. Venkata Subramaniam |
| 2022 | Efficient Constituency Tree based Encoding for Natural Language to Bash Translation. | Shikhar Bharadwaj, Shirish K. Shevade |
| 2022 | A Computational Acquisition Model for Multimodal Word Categorization. | Uri Berger, Gabriel Stanovsky, Omri Abend, Lea Frermann |
| 2022 | Combating the Curse of Multilinguality in Cross-Lingual WSD by Aligning Sparse Contextualized Word Representations. | Gbor Berend |
| 2022 | CompactIE: Compact Facts in Open Information Extraction. | Farima Fatahi Bayat, Nikita Bhutani, H. V. Jagadish |
| 2022 | Recognition of They/Them as Singular Personal Pronouns in Coreference Resolution. | Connor Baumler, Rachel Rudinger |
| 2022 | Models in the Loop: Aiding Crowdworkers with Generative Annotation Assistants. | Max Bartolo, Tristan Thrush, Sebastian Riedel, Pontus Stenetorp, Robin Jia, Douwe Kiela |
| 2022 | Quantifying Language Variation Acoustically with Few Resources. | Martijn Bartelds, Martijn Wieling |
| 2022 | SueNes: A Weakly Supervised Approach to Evaluating Single-Document Summarization via Negative Sampling. | Forrest Sheng Bao, Ge Luo, Hebi Li, Minghui Qiu, Yinfei Yang, Youbiao He, Cen Chen |
| 2022 | CoSe-Co: Text Conditioned Generative CommonSense Contextualizer. | Rachit Bansal, Milan Aggarwal, Sumit Bhatia, Jivat Neet Kaur, Balaji Krishnamurthy |
| 2022 | Necessity and Sufficiency for Explaining Text Classifiers: A Case Study in Hate Speech Detection. | Esma Balkir, Isar Nejadgholi, Kathleen C. Fraser, Svetlana Kiritchenko |
| 2022 | Query2Particles: Knowledge Graph Reasoning with Particle Embeddings. | Jiaxin Bai, Zihao Wang, Hongming Zhang, Yangqiu Song |