| 2022 | HiURE: Hierarchical Exemplar Contrastive Learning for Unsupervised Relation Extraction. | Shuliang Liu, Xuming Hu, Chenwei Zhang, Shu'ang Li, Lijie Wen, Philip S. Yu |
| 2022 | Learn from Relation Information: Towards Prototype Representation Rectification for Few-Shot Relation Extraction. | Yang Liu, Jinpeng Hu, Xiang Wan, Tsung-Hui Chang |
| 2022 | Testing the Ability of Language Models to Interpret Figurative Language. | Emmy Liu, Chenxuan Cui, Kenneth Zheng, Graham Neubig |
| 2022 | Learning from Bootstrapping and Stepwise Reinforcement Reward: A Semi-Supervised Framework for Text Style Transfer. | Zhengyuan Liu, Nancy F. Chen |
| 2022 | Reference-free Summarization Evaluation via Semantic Correlation and Compression Ratio. | Yizhu Liu, Qi Jia, Kenny Q. Zhu |
| 2022 | Learning to Transfer Prompts for Text Generation. | Junyi Li, Tianyi Tang, Jian-Yun Nie, Ji-Rong Wen, Xin Zhao |
| 2022 | ElitePLM: An Empirical Study on General Language Ability Evaluation of Pretrained Language Models. | Junyi Li, Tianyi Tang, Zheng Gong, Lixin Yang, Zhuohao Yu, Zhipeng Chen, Jingyuan Wang, Xin Zhao, Ji-Rong Wen |
| 2022 | CLEAR: Improving Vision-Language Navigation with Cross-Lingual, Environment-Agnostic Representations. | Jialu Li, Hao Tan, Mohit Bansal |
| 2022 | Instilling Type Knowledge in Language Models via Multi-Task QA. | Shuyang Li, Mukund Sridhar, Chandana Satya Prakash, Jin Cao, Wael Hamza, Julian J. McAuley |
| 2022 | Cross-Domain Classification of Moral Values. | Enrico Liscio, Alin Dondera, Andrei Geadau, Catholijn M. Jonker, Pradeep K. Murukannaiah |
| 2022 | QLEVR: A Diagnostic Dataset for Quantificational Language and Elementary Visual Reasoning. | Zechen Li, Anders Sgaard |
| 2022 | Knowledge-Grounded Dialogue Generation with a Unified Knowledge Representation. | Yu Li, Baolin Peng, Yelong Shen, Yi Mao, Lars Liden, Zhou Yu, Jianfeng Gao |
| 2022 | Bridging the Gap between Training and Inference: Multi-Candidate Optimization for Diverse Neural Machine Translation. | Huan Lin, Baosong Yang, Liang Yao, Dayiheng Liu, Haibo Zhang, Jun Xie, Min Zhang, Jinsong Su |
| 2022 | Detect Rumors in Microblog Posts for Low-Resource Domains via Adversarial Contrastive Learning. | Hongzhan Lin, Jing Ma, Liangliang Chen, Zhiwei Yang, Mingfei Cheng, Guang Chen |
| 2022 | Automatic Correction of Human Translations. | Jessy Lin, Geza Kovacs, Aditya Shastry, Joern Wuebker, John DeNero |
| 2022 | Enhancing Knowledge Selection for Grounded Dialogues via Document Semantic Graphs. | Sha Li, Mahdi Namazifar, Di Jin, Mohit Bansal, Heng Ji, Yang Liu, Dilek Hakkani-Tur |
| 2022 | Improving Contextual Representation with Gloss Regularized Pre-training. | Yu Lin, Zhecheng An, Peihao Wu, Zejun Ma |
| 2022 | FedNLP: Benchmarking Federated Learning Methods for Natural Language Processing Tasks. | Bill Yuchen Lin, Chaoyang He, Zihang Ze, Hulin Wang, Yufen Hua, Christophe Dupuy, Rahul Gupta, Mahdi Soltanolkotabi, Xiang Ren, Salman Avestimehr |
| 2022 | Q2R: A Query-to-Resolution System for Natural-Language Queries. | Shiau Hong Lim, Laura Wynter |
| 2022 | CL-ReLKT: Cross-lingual Language Knowledge Transfer for Multilingual Retrieval Question Answering. | Peerat Limkonchotiwat, Wuttikorn Ponwitayarat, Can Udomcharoenchaikit, Ekapol Chuangsuwanich, Sarana Nutanong |
| 2022 | CORWA: A Citation-Oriented Related Work Annotation Dataset. | Xiangci Li, Biswadip Mandal, Jessica Ouyang |
| 2022 | Low Resource Style Transfer via Domain Adaptive Meta Learning. | Xiangyang Li, Xiang Long, Yu Xia, Sujian Li |
| 2022 | Hierarchical Relation-Guided Type-Sentence Alignment for Long-Tail Relation Extraction with Distant Supervision. | Yang Li, Guodong Long, Tao Shen, Jing Jiang |
| 2022 | Learning Cross-Lingual IR from an English Retriever. | Yulong Li, Martin Franz, Md. Arafat Sultan, Bhavani Iyer, Young-Suk Lee, Avirup Sil |
| 2022 | Diversifying Neural Dialogue Generation via Negative Distillation. | Yiwei Li, Shaoxiong Feng, Bin Sun, Kan Li |