| 2022 | Improving Classification of Infrequent Cognitive Distortions: Domain-Specific Model vs. Data Augmentation. | Xiruo Ding, Kevin Lybarger, Justin Tauscher, Trevor Cohen |
| 2022 | Multi-stage Distillation Framework for Cross-Lingual Semantic Similarity Matching. | Kunbo Ding, Weijie Liu, Yuejian Fang, Zhe Zhao, Qi Ju, Xuefeng Yang, Rong Tian, Zhu Tao, Haoyan Liu, Han Guo, Xingyu Bai, Weiquan Mao, Yudong Li, Weigang Guo, Taiqiang Wu, Ningyuan Sun |
| 2022 | Re-Examining System-Level Correlations of Automatic Summarization Evaluation Metrics. | Daniel Deutsch, Rotem Dror, Dan Roth |
| 2022 | When is BERT Multilingual? Isolating Crucial Ingredients for Cross-lingual Transfer. | Ameet Deshpande, Partha Talukdar, Karthik Narasimhan |
| 2022 | ValCAT: Variable-Length Contextualized Adversarial Transformations Using Encoder-Decoder Language Model. | Chuyun Deng, Mingxuan Liu, Yue Qin, Jia Zhang, Hai-Xin Duan, Donghong Sun |
| 2022 | Measuring Fairness with Biased Rulers: A Comparative Study on Bias Metrics for Pre-trained Language Models. | Pieter Delobelle, Ewoenam Kwaku Tokpo, Toon Calders, Bettina Berendt |
| 2022 | Permutation Invariant Strategy Using Transformer Encoders for Table Understanding. | Sarthak Dash, Sugato Bagchi, Nandana Mihindukulasooriya, Alfio Gliozzo |
| 2022 | Conceptualizing Treatment Leakage in Text-based Causal Inference. | Adel Daoud, Connor T. Jerzak, Richard Johansson |
| 2022 | Strong Heuristics for Named Entity Linking. | Marko Culjak, Andreas Spitz, Robert West, Akhil Arora |
| 2022 | Learning the Ordering of Coordinate Compounds and Elaborate Expressions in Hmong, Lahu, and Chinese. | Chenxuan Cui, Katherine J. Zhang, David R. Mortensen |
| 2022 | Generalized Quantifiers as a Source of Error in Multilingual NLU Benchmarks. | Ruixiang Cui, Daniel Hershcovich, Anders Sgaard |
| 2022 | Learning to Generate Examples for Semantic Processing Tasks. | Danilo Croce, Simone Filice, Giuseppe Castellucci, Roberto Basili |
| 2022 | Controllable Sentence Simplification via Operation Classification. | Liam Cripwell, Jol Legrand, Claire Gardent |
| 2022 | DiffCSE: Difference-based Contrastive Learning for Sentence Embeddings. | Yung-Sung Chuang, Rumen Dangovski, Hongyin Luo, Yang Zhang, Shiyu Chang, Marin Soljacic, Shang-Wen Li, Scott Yih, Yoon Kim, James R. Glass |
| 2022 | Efficient Hierarchical Domain Adaptation for Pretrained Language Models. | Alexandra Chronopoulou, Matthew E. Peters, Jesse Dodge |
| 2022 | Towards Debiasing Translation Artifacts. | Koel Dutta Chowdhury, Rricha Jalota, Cristina Espaa-Bonet, Josef van Genabith |
| 2022 | Grounding in social media: An approach to building a chit-chat dialogue model. | Ritvik Choudhary, Daisuke Kawahara |
| 2022 | Batch-Softmax Contrastive Loss for Pairwise Sentence Scoring Tasks. | Anton Chernyavskiy, Dmitry Ilvovsky, Pavel Kalinin, Preslav Nakov |
| 2022 | Teaching BERT to Wait: Balancing Accuracy and Latency for Streaming Disfluency Detection. | Angelica Chen, Vicky Zayats, Daniel D. Walker, Dirk Padfield |
| 2022 | Good Visual Guidance Make A Better Extractor: Hierarchical Visual Prefix for Multimodal Entity and Relation Extraction. | Xiang Chen, Ningyu Zhang, Lei Li, Yunzhi Yao, Shumin Deng, Chuanqi Tan, Fei Huang, Luo Si, Huajun Chen |
| 2022 | Sketching as a Tool for Understanding and Accelerating Self-attention for Long Sequences. | Yifan Chen, Qi Zeng, Dilek Hakkani-Tur, Di Jin, Heng Ji, Yun Yang |
| 2022 | Crossroads, Buildings and Neighborhoods: A Dataset for Fine-grained Location Recognition. | Pei Chen, Haotian Xu, Cheng Zhang, Ruihong Huang |
| 2022 | ATP: AMRize Then Parse! Enhancing AMR Parsing with PseudoAMRs. | Liang Chen, Peiyi Wang, Runxin Xu, Tianyu Liu, Zhifang Sui, Baobao Chang |
| 2022 | How do people talk about images? A study on open-domain conversations with images. | Yi-Pei Chen, Nobuyuki Shimizu, Takashi Miyazaki, Hideki Nakayama |
| 2022 | Bridging the Gap between Language Models and Cross-Lingual Sequence Labeling. | Nuo Chen, Linjun Shou, Ming Gong, Jian Pei, Daxin Jiang |