| 2021 | Emotion Classification in a Resource Constrained Language Using Transformer-based Approach. | Avishek Das, Omar Sharif, Mohammed Moshiul Hoque, Iqbal H. Sarker |
| 2021 | A Dataset of Information-Seeking Questions and Answers Anchored in Research Papers. | Pradeep Dasigi, Kyle Lo, Iz Beltagy, Arman Cohan, Noah A. Smith, Matt Gardner |
| 2021 | Generalization in Instruction Following Systems. | Soham Dan, Michael Zhou, Dan Roth |
| 2021 | Searchable Hidden Intermediates for End-to-End Models of Decomposable Sequence Tasks. | Siddharth Dalmia, Brian Yan, Vikas Raunak, Florian Metze, Shinji Watanabe |
| 2021 | Does syntax matter? A strong baseline for Aspect-based Sentiment Analysis with RoBERTa. | Junqi Dai, Hang Yan, Tianxiang Sun, Pengfei Liu, Xipeng Qiu |
| 2021 | APo-VAE: Text Generation in Hyperbolic Space. | Shuyang Dai, Zhe Gan, Yu Cheng, Chenyang Tao, Lawrence Carin, Jingjing Liu |
| 2021 | Multimodal End-to-End Sparse Model for Emotion Recognition. | Wenliang Dai, Samuel Cahyawijaya, Zihan Liu, Pascale Fung |
| 2021 | IceSum: An Icelandic Text Summarization Corpus. | Jn Daason, Hrafn Loftsson, Salome Sigurdardttir, Torsteinn Bjrnsson |
| 2021 | Sliding Selector Network with Dynamic Memory for Extractive Summarization of Long Documents. | Peng Cui, Le Hu |
| 2021 | Modular Networks for Compositional Instruction Following. | Rodolfo Corona, Daniel Fried, Coline Devin, Dan Klein, Trevor Darrell |
| 2021 | Unifying Cross-Lingual Semantic Role Labeling with Heterogeneous Linguistic Resources. | Simone Conia, Andrea Bacciu, Roberto Navigli |
| 2021 | Choose Your Own Adventure: Paired Suggestions in Collaborative Writing for Evaluating Story Generation Models. | Elizabeth Clark, Noah A. Smith |
| 2021 | Machine-Assisted Script Curation. | Manuel R. Ciosici, Joseph Cummings, Mitchell DeHaven, Alex Hedges, Yash Kankanampati, Dong-Ho Lee, Ralph M. Weischedel, Marjorie Freedman |
| 2021 | SPLAT: Speech-Language Joint Pre-Training for Spoken Language Understanding. | Yu-An Chung, Chenguang Zhu, Michael Zeng |
| 2021 | Grouping Words with Semantic Diversity. | Karine Chubarian, Abdul Rafae Khan, Anastasios Sidiropoulos, Jia Xu |
| 2021 | Improving the Lexical Ability of Pretrained Language Models for Unsupervised Neural Machine Translation. | Alexandra Chronopoulou, Dario Stojanovski, Alexander Fraser |
| 2021 | Distantly Supervised Relation Extraction with Sentence Reconstruction and Knowledge Base Priors. | Fenia Christopoulou, Makoto Miwa, Sophia Ananiadou |
| 2021 | MelBERT: Metaphor Detection via Contextualized Late Interaction using Metaphorical Identification Theories. | Minjin Choi, Sunkyung Lee, Eunseong Choi, Heesoo Park, Junhyuk Lee, Dongwon Lee, Jongwuk Lee |
| 2021 | Align-Refine: Non-Autoregressive Speech Recognition via Iterative Realignment. | Ethan A. Chi, Julian Salazar, Katrin Kirchhoff |
| 2021 | A Simple Approach for Handling Out-of-Vocabulary Identifiers in Deep Learning for Source Code. | Nadezhda Chirkova, Sergey Troshin |
| 2021 | On the Embeddings of Variables in Recurrent Neural Networks for Source Code. | Nadezhda Chirkova |
| 2021 | InfoXLM: An Information-Theoretic Framework for Cross-Lingual Language Model Pre-Training. | Zewen Chi, Li Dong, Furu Wei, Nan Yang, Saksham Singhal, Wenhui Wang, Xia Song, Xian-Ling Mao, Heyan Huang, Ming Zhou |
| 2021 | Improving Faithfulness in Abstractive Summarization with Contrast Candidate Generation and Selection. | Sihao Chen, Fan Zhang, Kazoo Sone, Dan Roth |
| 2021 | Jointly Extracting Explicit and Implicit Relational Triples with Reasoning Pattern Enhanced Binary Pointer Network. | Yubo Chen, Yunqi Zhang, Changran Hu, Yongfeng Huang |
| 2021 | Structure-Aware Abstractive Conversation Summarization via Discourse and Action Graphs. | Jiaao Chen, Diyi Yang |