| 2021 | Non-Parametric Few-Shot Learning for Word Sense Disambiguation. | Howard Chen, Mengzhou Xia, Danqi Chen |
| 2021 | Label-Guided Learning for Item Categorization in e-Commerce. | Lei Chen, Hirokazu Miyake |
| 2021 | Constructing Taxonomies from Pretrained Language Models. | Catherine Chen, Kevin Lin, Dan Klein |
| 2021 | ZS-BERT: Towards Zero-Shot Relation Extraction with Attribute Representation Learning. | Chih-Yao Chen, Cheng-Te Li |
| 2021 | Posterior Differential Regularization with f-divergence for Improving Model Robustness. | Hao Cheng, Xiaodong Liu, Lis Pereira, Yaoliang Yu, Jianfeng Gao |
| 2021 | Industry Scale Semi-Supervised Learning for Natural Language Understanding. | Luoxin Chen, Francisco Garcia, Varun Kumar, He Xie, Jianhua Lu |
| 2021 | Explaining Neural Network Predictions on Sentence Pairs via Learning Word-Group Masks. | Hanjie Chen, Song Feng, Jatin Ganhotra, Hui Wan, R. Chulaka Gunasekara, Sachindra Joshi, Yangfeng Ji |
| 2021 | Robust Question Answering Through Sub-part Alignment. | Jifan Chen, Greg Durrett |
| 2021 | ShadowGNN: Graph Projection Neural Network for Text-to-SQL Parser. | Zhi Chen, Lu Chen, Yanbin Zhao, Ruisheng Cao, Zihan Xu, Su Zhu, Kai Yu |
| 2021 | Action-Based Conversations Dataset: A Corpus for Building More In-Depth Task-Oriented Dialogue Systems. | Derek Chen, Howard Chen, Yi Yang, Alexander Lin, Zhou Yu |
| 2021 | Probabilistic Box Embeddings for Uncertain Knowledge Graph Reasoning. | Xuelu Chen, Michael Boratko, Muhao Chen, Shib Sankar Dasgupta, Xiang Lorraine Li, Andrew McCallum |
| 2021 | CaSiNo: A Corpus of Campsite Negotiation Dialogues for Automatic Negotiation Systems. | Kushal Chawla, Jaysa Ramirez, Rene Clever, Gale M. Lucas, Jonathan May, Jonathan Gratch |
| 2021 | Paragraph-level Rationale Extraction through Regularization: A case study on European Court of Human Rights Cases. | Ilias Chalkidis, Manos Fergadiotis, Dimitrios Tsarapatsanis, Nikolaos Aletras, Ion Androutsopoulos, Prodromos Malakasiotis |
| 2021 | MERMAID: Metaphor Generation with Symbolism and Discriminative Decoding. | Tuhin Chakrabarty, Xurui Zhang, Smaranda Muresan, Nanyun Peng |
| 2021 | ENTRUST: Argument Reframing with Language Models and Entailment. | Tuhin Chakrabarty, Christopher Hidey, Smaranda Muresan |
| 2021 | A Comparative Study on Schema-Guided Dialogue State Tracking. | Jie Cao, Yi Zhang |
| 2021 | Continual Learning for Neural Machine Translation. | Yue Cao, Hao-Ran Wei, Boxing Chen, Xiaojun Wan |
| 2021 | Inference Time Style Control for Summarization. | Shuyang Cao, Lu Wang |
| 2021 | Attention Head Masking for Inference Time Content Selection in Abstractive Summarization. | Shuyang Cao, Lu Wang |
| 2021 | Wikipedia Entities as Rendezvous across Languages: Grounding Multilingual Language Models by Predicting Wikipedia Hyperlinks. | Iacer Calixto, Alessandro Raganato, Tommaso Pasini |
| 2021 | Supporting Spanish Writers using Automated Feedback. | Aoife Cahill, James Bruno, James Ramey, Gilmar Ayala Meneses, Ian Blood, Florencia Tolentino, Tamar Lavee, Slava Andreyev |
| 2021 | ASAP: A Chinese Review Dataset Towards Aspect Category Sentiment Analysis and Rating Prediction. | Jiahao Bu, Lei Ren, Shuang Zheng, Yang Yang, Jingang Wang, Fuzheng Zhang, Wei Wu |
| 2021 | Profiling of Intertextuality in Latin Literature Using Word Embeddings. | Patrick J. Burns, James Brofos, Kyle Li, Pramit Chaudhuri, Joseph P. Dexter |
| 2021 | Ol, Bonjour, Salve! XFORMAL: A Benchmark for Multilingual Formality Style Transfer. | Eleftheria Briakou, Di Lu, Ke Zhang, Joel R. Tetreault |
| 2021 | What Will it Take to Fix Benchmarking in Natural Language Understanding? | Samuel R. Bowman, George E. Dahl |