| 2021 | DAGN: Discourse-Aware Graph Network for Logical Reasoning. | Yinya Huang, Meng Fang, Yu Cao, Liwei Wang, Xiaodan Liang |
| 2021 | Efficient Attentions for Long Document Summarization. | Luyang Huang, Shuyang Cao, Nikolaus Nova Parulian, Heng Ji, Lu Wang |
| 2021 | Noise Stability Regularization for Improving BERT Fine-tuning. | Hang Hua, Xingjian Li, Dejing Dou, Cheng-Zhong Xu, Jiebo Luo |
| 2021 | The Importance of Modeling Social Factors of Language: Theory and Practice. | Dirk Hovy, Diyi Yang |
| 2021 | Graph Ensemble Learning over Multiple Dependency Trees for Aspect-level Sentiment Classification. | Xiaochen Hou, Peng Qi, Guangtao Wang, Rex Ying, Jing Huang, Xiaodong He, Bowen Zhou |
| 2021 | Imperfect also Deserves Reward: Multi-Level and Sequential Reward Modeling for Better Dialog Management. | Zhengxu Hou, Bang Liu, Ruihui Zhao, Zijing Ou, Yafei Liu, Xi Chen, Yefeng Zheng |
| 2021 | Understanding by Understanding Not: Modeling Negation in Language Models. | Arian Hosseini, Siva Reddy, Dzmitry Bahdanau, R. Devon Hjelm, Alessandro Sordoni, Aaron C. Courville |
| 2021 | Extracting a Knowledge Base of Mechanisms from COVID-19 Papers. | Tom Hope, Aida Amini, David Wadden, Madeleine van Zuylen, Sravanthi Parasa, Eric Horvitz, Daniel S. Weld, Roy Schwartz, Hannaneh Hajishirzi |
| 2021 | Multilingual Language Models Predict Human Reading Behavior. | Nora Hollenstein, Federico Pirovano, Ce Zhang, Lena A. Jger, Lisa Beinborn |
| 2021 | User-Generated Text Corpus for Evaluating Japanese Morphological Analysis and Lexical Normalization. | Shohei Higashiyama, Masao Utiyama, Taro Watanabe, Eiichiro Sumita |
| 2021 | Open Domain Question Answering over Tables via Dense Retrieval. | Jonathan Herzig, Thomas Mller, Syrine Krichene, Julian Martin Eisenschlos |
| 2021 | Data Filtering using Cross-Lingual Word Embeddings. | Christian Herold, Jan Rosendahl, Joris Vanvinckenroye, Hermann Ney |
| 2021 | ConVEx: Data-Efficient and Few-Shot Slot Labeling. | Matthew Henderson, Ivan Vulic |
| 2021 | Model Extraction and Adversarial Transferability, Your BERT is Vulnerable! | Xuanli He, Lingjuan Lyu, Lichao Sun, Qiongkai Xu |
| 2021 | A Survey on Recent Approaches for Natural Language Processing in Low-Resource Scenarios. | Michael A. Hedderich, Lukas Lange, Heike Adel, Jannik Strtgen, Dietrich Klakow |
| 2021 | Active² Learning: Actively reducing redundancies in Active Learning methods for Sequence Tagging and Machine Translation. | Rishi Hazra, Parag Dutta, Shubham Gupta, Mohammed Abdul Qaathir, Ambedkar Dukkipati |
| 2021 | Can Latent Alignments Improve Autoregressive Machine Translation? | Adi Haviv, Lior Vassertail, Omer Levy |
| 2021 | Towards Layered Events and Schema Representations in Long Documents. | Hans Ole Hatzel, Chris Biemann |
| 2021 | Supervised Neural Clustering via Latent Structured Output Learning: Application to Question Intents. | Iryna Haponchyk, Alessandro Moschitti |
| 2021 | Multi-Task Learning with Shared Encoder for Non-Autoregressive Machine Translation. | Yongchang Hao, Shilin He, Wenxiang Jiao, Zhaopeng Tu, Michael R. Lyu, Xing Wang |
| 2021 | Fine-grained Post-training for Improving Retrieval-based Dialogue Systems. | Janghoon Han, Taesuk Hong, Byoungjae Kim, Youngjoong Ko, Jungyun Seo |
| 2021 | A Million Tweets Are Worth a Few Points: Tuning Transformers for Customer Service Tasks. | Amir Hadifar, Sofie Labat, Vronique Hoste, Chris Develder, Thomas Demeester |
| 2021 | Training Data Augmentation for Code-Mixed Translation. | Abhirut Gupta, Aditya Vavre, Sunita Sarawagi |
| 2021 | Multi-source Neural Topic Modeling in Multi-view Embedding Spaces. | Pankaj Gupta, Yatin Chaudhary, Hinrich Schtze |
| 2021 | Controlling Dialogue Generation with Semantic Exemplars. | Prakhar Gupta, Jeffrey P. Bigham, Yulia Tsvetkov, Amy Pavel |