| 2021 | NAMER: A Node-Based Multitasking Framework for Multi-Hop Knowledge Base Question Answering. | Minhao Zhang, Ruoyu Zhang, Lei Zou, Yinnian Lin, Sen Hu |
| 2021 | Double Perturbation: On the Robustness of Robustness and Counterfactual Bias Evaluation. | Chong Zhang, Jieyu Zhao, Huan Zhang, Kai-Wei Chang, Cho-Jui Hsieh |
| 2021 | Unsupervised Concept Representation Learning for Length-Varying Text Similarity. | Xuchao Zhang, Bo Zong, Wei Cheng, Jingchao Ni, Yanchi Liu, Haifeng Chen |
| 2021 | Open Hierarchical Relation Extraction. | Kai Zhang, Yuan Yao, Ruobing Xie, Xu Han, Zhiyuan Liu, Fen Lin, Leyu Lin, Maosong Sun |
| 2021 | Video-aided Unsupervised Grammar Induction. | Songyang Zhang, Linfeng Song, Lifeng Jin, Kun Xu, Dong Yu, Jiebo Luo |
| 2021 | Understanding Hard Negatives in Noise Contrastive Estimation. | Wenzheng Zhang, Karl Stratos |
| 2021 | Knowledge Router: Learning Disentangled Representations for Knowledge Graphs. | Shuai Zhang, Xi Rao, Yi Tay, Ce Zhang |
| 2021 | Neural Network Surgery: Injecting Data Patterns into Pre-trained Models with Minimal Instance-wise Side Effects. | Zhiyuan Zhang, Xuancheng Ren, Qi Su, Xu Sun, Bin He |
| 2021 | Supporting Clustering with Contrastive Learning. | Dejiao Zhang, Feng Nan, Xiaokai Wei, Shang-Wen Li, Henghui Zhu, Kathleen R. McKeown, Ramesh Nallapati, Andrew O. Arnold, Bing Xiang |
| 2021 | Context Tracking Network: Graph-based Context Modeling for Implicit Discourse Relation Recognition. | Yingxue Zhang, Fandong Meng, Peng Li, Ping Jian, Jie Zhou |
| 2021 | Identifying inherent disagreement in natural language inference. | Xinliang Frederick Zhang, Marie-Catherine de Marneffe |
| 2021 | Learning to Decompose and Organize Complex Tasks. | Yi Zhang, Sujay Kumar Jauhar, Julia Kiseleva, Ryen White, Dan Roth |
| 2021 | Abstract Meaning Representation Guided Graph Encoding and Decoding for Joint Information Extraction. | Zixuan Zhang, Heng Ji |
| 2021 | On the Inductive Bias of Masked Language Modeling: From Statistical to Syntactic Dependencies. | Tianyi Zhang, Tatsunori Hashimoto |
| 2021 | SOCCER: An Information-Sparse Discourse State Tracking Collection in the Sports Commentary Domain. | Ruochen Zhang, Carsten Eickhoff |
| 2021 | A Simple and Efficient Multi-Task Learning Approach for Conditioned Dialogue Generation. | Yan Zeng, Jian-Yun Nie |
| 2021 | Adversarial Self-Supervised Learning for Out-of-Domain Detection. | Zhiyuan Zeng, Keqing He, Yuanmeng Yan, Hong Xu, Weiran Xu |
| 2021 | ReadTwice: Reading Very Large Documents with Memories. | Yury Zemlyanskiy, Joshua Ainslie, Michiel de Jong, Philip Pham, Ilya Eckstein, Fei Sha |
| 2021 | TuringAdvice: A Generative and Dynamic Evaluation of Language Use. | Rowan Zellers, Ari Holtzman, Elizabeth Clark, Lianhui Qin, Ali Farhadi, Yejin Choi |
| 2021 | Fine-Tuning Pre-trained Language Model with Weak Supervision: A Contrastive-Regularized Self-Training Approach. | Yue Yu, Simiao Zuo, Haoming Jiang, Wendi Ren, Tuo Zhao, Chao Zhang |
| 2021 | Technical Question Answering across Tasks and Domains. | Wenhao Yu, Lingfei Wu, Yu Deng, Qingkai Zeng, Ruchi Mahindru, Sinem Gven, Meng Jiang |
| 2021 | Stay Together: A System for Single and Split-antecedent Anaphora Resolution. | Juntao Yu, Nafise Sadat Moosavi, Silviu Paun, Massimo Poesio |
| 2021 | AdaptSum: Towards Low-Resource Domain Adaptation for Abstractive Summarization. | Tiezheng Yu, Zihan Liu, Pascale Fung |
| 2021 | Few-shot Intent Classification and Slot Filling with Retrieved Examples. | Dian Yu, Luheng He, Yuan Zhang, Xinya Du, Panupong Pasupat, Qi Li |
| 2021 | Language Scaling for Universal Suggested Replies Model. | Qianlan Ying, Payal Bajaj, Budhaditya Deb, Yu Yang, Wei Wang, Bojia Lin, Milad Shokouhi, Xia Song, Yang Yang, Daxin Jiang |