| 2021 | Compositional Generalization for Neural Semantic Parsing via Span-level Supervised Attention. | Pengcheng Yin, Hao Fang, Graham Neubig, Adam Pauls, Emmanouil Antonios Platanios, Yu Su, Sam Thomson, Jacob Andreas |
| 2021 | TR-BERT: Dynamic Token Reduction for Accelerating BERT Inference. | Deming Ye, Yankai Lin, Yufei Huang, Maosong Sun |
| 2021 | QA-GNN: Reasoning with Language Models and Knowledge Graphs for Question Answering. | Michihiro Yasunaga, Hongyu Ren, Antoine Bosselut, Percy Liang, Jure Leskovec |
| 2021 | MUSER: MUltimodal Stress detection using Emotion Recognition as an Auxiliary Task. | Yiqun Yao, Michalis Papakostas, Mihai Burzo, Mohamed Abouelenien, Rada Mihalcea |
| 2021 | Reading and Acting while Blindfolded: The Need for Semantics in Text Game Agents. | Shunyu Yao, Karthik Narasimhan, Matthew J. Hausknecht |
| 2021 | PCFGs Can Do Better: Inducing Probabilistic Context-Free Grammars with Many Symbols. | Songlin Yang, Yanpeng Zhao, Kewei Tu |
| 2021 | Context-Interactive Pre-Training for Document Machine Translation. | Pengcheng Yang, Pei Zhang, Boxing Chen, Jun Xie, Weihua Luo |
| 2021 | MTAG: Modal-Temporal Attention Graph for Unaligned Human Multimodal Language Sequences. | Jianing Yang, Yongxin Wang, Ruitao Yi, Yuying Zhu, Azaan Rehman, Amir Zadeh, Soujanya Poria, Louis-Philippe Morency |
| 2021 | Designing a Minimal Retrieve-and-Read System for Open-Domain Question Answering. | Sohee Yang, Minjoon Seo |
| 2021 | Smart-Start Decoding for Neural Machine Translation. | Jian Yang, Shuming Ma, Dongdong Zhang, Juncheng Wan, Zhoujun Li, Ming Zhou |
| 2021 | Be Careful about Poisoned Word Embeddings: Exploring the Vulnerability of the Embedding Layers in NLP Models. | Wenkai Yang, Lei Li, Zhiyuan Zhang, Xuancheng Ren, Xu Sun, Bin He |
| 2021 | FUDGE: Controlled Text Generation With Future Discriminators. | Kevin Yang, Dan Klein |
| 2021 | If You Want to Go Far Go Together: Unsupervised Joint Candidate Evidence Retrieval for Multi-hop Question Answering. | Vikas Yadav, Steven Bethard, Mihai Surdeanu |
| 2021 | Grey-box Adversarial Attack And Defence For Sentiment Classification. | Ying Xu, Xu Zhong, Antonio Jimeno-Yepes, Jey Han Lau |
| 2021 | Blow the Dog Whistle: A Chinese Dataset for Cant Understanding with Common Sense and World Knowledge. | Canwen Xu, Wangchunshu Zhou, Tao Ge, Ke Xu, Julian J. McAuley, Furu Wei |
| 2021 | Rethinking Network Pruning - under the Pre-train and Fine-tune Paradigm. | Dongkuan Xu, Ian En-Hsu Yen, Jinxi Zhao, Zhibin Xiao |
| 2021 | Detoxifying Language Models Risks Marginalizing Minority Voices. | Albert Xu, Eshaan Pathak, Eric Wallace, Suchin Gururangan, Maarten Sap, Dan Klein |
| 2021 | Grounding Open-Domain Instructions to Automate Web Support Tasks. | Nancy Xu, Sam Masling, Michael Du, Giovanni Campagna, Larry Heck, James A. Landay, Monica Lam |
| 2021 | Bot-Adversarial Dialogue for Safe Conversational Agents. | Jing Xu, Da Ju, Margaret Li, Y-Lan Boureau, Jason Weston, Emily Dinan |
| 2021 | Better Feature Integration for Named Entity Recognition. | Lu Xu, Zhanming Jie, Wei Lu, Lidong Bing |
| 2021 | Probing Word Translations in the Transformer and Trading Decoder for Encoder Layers. | Hongfei Xu, Josef van Genabith, Qiuhui Liu, Deyi Xiong |
| 2021 | RTFE: A Recursive Temporal Fact Embedding Framework for Temporal Knowledge Graph Completion. | Youri Xu, Haihong E, Meina Song, Wenyu Song, Xiaodong Lv, Haotian Wang, Jinrui Yang |
| 2021 | mT5: A Massively Multilingual Pre-trained Text-to-Text Transformer. | Linting Xue, Noah Constant, Adam Roberts, Mihir Kale, Rami Al-Rfou, Aditya Siddhant, Aditya Barua, Colin Raffel |
| 2021 | Temporal Knowledge Graph Completion using a Linear Temporal Regularizer and Multivector Embeddings. | Chengjin Xu, Yung-Yu Chen, Mojtaba Nayyeri, Jens Lehmann |
| 2021 | Addressing the Vulnerability of NMT in Input Perturbations. | Weiwen Xu, Ai Ti Aw, Yang Ding, Kui Wu, Shafiq R. Joty |