| 2022 | Exact Paired-Permutation Testing for Structured Test Statistics. | Ran Zmigrod, Tim Vieira, Ryan Cotterell |
| 2022 | Medical Coding with Biomedical Transformer Ensembles and Zero/Few-shot Learning. | Angelo Ziletti, Alan Akbik, Christoph Berns, Thomas Herold, Marion Legler, Martina Viell |
| 2022 | Parameter-efficient Continual Learning Framework in Industrial Real-time Text Classification System. | Tao Zhu, Zhe Zhao, Weijie Liu, Jiachi Liu, Yiren Chen, Weiquan Mao, Haoyan Liu, Kunbo Ding, Yudong Li, Xuefeng Yang |
| 2022 | Non-Autoregressive Neural Machine Translation with Consistency Regularization Optimized Variational Framework. | Minghao Zhu, Junli Wang, Chungang Yan |
| 2022 | Diagnosing Vision-and-Language Navigation: What Really Matters. | Wanrong Zhu, Yuankai Qi, Pradyumna Narayana, Kazoo Sone, Sugato Basu, Xin Wang, Qi Wu, Miguel P. Eckstein, William Yang Wang |
| 2022 | A Self-supervised Joint Training Framework for Document Reranking. | Xiaozhi Zhu, Tianyong Hao, Sijie Cheng, Fu Lee Wang, Hai Liu |
| 2022 | Unsupervised Domain Adaptation for Question Generation with DomainData Selection and Self-training. | Peide Zhu, Claudia Hauff |
| 2022 | Towards Job-Transition-Tag Graph for a Better Job Title Representation Learning. | Jun Zhu, Cline Hudelot |
| 2022 | Disentangled Learning of Stance and Aspect Topics for Vaccine Attitude Detection in Social Media. | Lixing Zhu, Zheng Fang, Gabriele Pergola, Robert Procter, Yulan He |
| 2022 | Masked Part-Of-Speech Model: Does Modeling Long Context Help Unsupervised POS-tagging? | Xiang Zhou, Shiyue Zhang, Mohit Bansal |
| 2022 | ExSum: From Local Explanations to Model Understanding. | Yilun Zhou, Marco Tlio Ribeiro, Julie Shah |
| 2022 | Answer Consolidation: Formulation and Benchmarking. | Wenxuan Zhou, Qiang Ning, Heba Elfardy, Kevin Small, Muhao Chen |
| 2022 | Document-Level Event Argument Extraction by Leveraging Redundant Information and Closed Boundary Loss. | Hanzhang Zhou, Kezhi Mao |
| 2022 | Improving Constituent Representation with Hypertree Neural Networks. | Hao Zhou, Gongshen Liu, Kewei Tu |
| 2022 | Improve Discourse Dependency Parsing with Contextualized Representations. | Yifei Zhou, Yansong Feng |
| 2022 | Deconstructing NLG Evaluation: Evaluation Practices, Assumptions, and Their Implications. | Kaitlyn Zhou, Su Lin Blodgett, Adam Trischler, Hal Daum III, Kaheer Suleman, Alexandra Olteanu |
| 2022 | OPERA: Operation-Pivoted Discrete Reasoning over Text. | Yongwei Zhou, Junwei Bao, Chaoqun Duan, Haipeng Sun, Jiahui Liang, Yifan Wang, Jing Zhao, Youzheng Wu, Xiaodong He, Tiejun Zhao |
| 2022 | Analytical Reasoning of Text. | Wanjun Zhong, Siyuan Wang, Duyu Tang, Zenan Xu, Daya Guo, Yining Chen, Jiahai Wang, Jian Yin, Ming Zhou, Nan Duan |
| 2022 | ProQA: Structural Prompt-based Pre-training for Unified Question Answering. | Wanjun Zhong, Yifan Gao, Ning Ding, Yujia Qin, Zhiyuan Liu, Ming Zhou, Jiahai Wang, Jian Yin, Nan Duan |
| 2022 | Less is More: Learning to Refine Dialogue History for Personalized Dialogue Generation. | Hanxun Zhong, Zhicheng Dou, Yutao Zhu, Hongjin Qian, Ji-Rong Wen |
| 2022 | WALNUT: A Benchmark on Semi-weakly Supervised Learning for Natural Language Understanding. | Guoqing Zheng, Giannis Karamanolakis, Kai Shu, Ahmed Hassan Awadallah |
| 2022 | A Double-Graph Based Framework for Frame Semantic Parsing. | Ce Zheng, Xudong Chen, Runxin Xu, Baobao Chang |
| 2022 | Domain-Oriented Prefix-Tuning: Towards Efficient and Generalizable Fine-tuning for Zero-Shot Dialogue Summarization. | Lulu Zhao, Fujia Zheng, Weihao Zeng, Keqing He, Weiran Xu, Huixing Jiang, Wei Wu, Yanan Wu |
| 2022 | EPiDA: An Easy Plug-in Data Augmentation Framework for High Performance Text Classification. | Minyi Zhao, Lu Zhang, Yi Xu, Jiandong Ding, Jihong Guan, Shuigeng Zhou |
| 2022 | A Versatile Adaptive Curriculum Learning Framework for Task-oriented Dialogue Policy Learning. | Yang Zhao, Hua Qin, Zhenyu Wang, Changxi Zhu, Shihan Wang |