Jingye Li
I am currently a machine learning engineer in Douyin search team at Bytedance, Beijing. Before joining Bytedance, I was a M.S. student (2019-2022) of School of Cyber Science and Engineering at Wuhan University, advised by Prof. Donghong Ji and Associate Prof. Fei Li. I got my B.S. degree in School of Computer Science in June 2019 from Wuhan University. I have much interest in natural language processing. Recently, I mainly focus on Sentiment Analysis and Information Extraction.
Education
| 2019.9 - 2022.6 | School of Cyber Science and Engineering, Wuhan University, China M.S. in Cyberspace Security Supervisor: Prof. Donghong Ji and Associate Prof. Fei Li |
| 2015.9 - 2019.6 | School of Computer Science, Wuhan University, China B.S. in Software Engineering |
Academic Services
- Reviewer: ACL Rolling Review, ACL 2022, NAACL 2022, COLING 2022, EMNLP 2022, WSDM 2022
Publications
2022
Jiang Liu, Donghong Ji, Jingye Li, Dongdong Xie, Chong Teng, Liang Zhao, Fei Li. TOE: A Grid-Tagging Discontinuous NER Model Enhanced by Embedding Tag/Word Relations and More Fine-Grained Tags. [PDF] [Code]
Fengqi Wang, Fei Li, Hao Fei, Jingye Li, Shengqiong Wu, Fangfang Su, Wenxuan Shi, Donghong Ji, Bo Cai. Entity-centered Cross-document Relation Extraction. In Proceedings of the EMNLP 2022. [PDF] [Code]
Hu Cao, Jingye Li, Fangfang Su, Fei Li, Hao Fei, Shengqiong Wu, Bobo Li, Liang Zhao, Donghong Ji. OneEE: A One-Stage Framework for Fast Overlapping and Nested Event Extraction. In Proceedings of the COLING 2022. [PDF] [Code]
Shunjie Chen, Xiaochuan Shi, Jingye Li, Shengqiong Wu, Hao Fei, Fei Li, Donghong Ji. Joint Alignment of Multi-Task Feature and Label Spaces for Emotion Cause Pair Extraction. In Proceedings of the COLING 2022. [PDF] [Code]
Yuyang Chai, Chong Teng, Hao Fei, Shengqiong Wu, Jingye Li, Ming Cheng, Donghong Ji, Fei Li. Prompt-Based Generative Multi-label Emotion Prediction with Label Contrastive Learning. In Proceedings of the NLPCC 2022. [PDF] [Code]
Hao Fei, Fei Li, Chenliang Li, Shengqiong Wu, Jingye Li, Donghong Ji. Inheriting the Wisdom of Predecessors: A Multiplex Cascade Framework for Unified Aspect-based Sentiment Analysis. In Proceedings of the IJCAI 2022. [PDF] [Code]
Hao Fei, Jingye Li, Shengqiong Wu, Chenliang Li, Donghong Ji, Fei Li. Global Inference with Explicit Syntactic and Discourse Structures for Dialogue-Level Relation Extraction. In Proceedings of the IJCAI 2022. [PDF] [Code]
Wenxuan Shi, Fei Li, Jingye Li, Hao Fei, Donghong Ji. Effective Token Graph Modeling using a Novel Labeling Strategy for Structured Sentiment Analysis. In Proceedings of the ACL 2022. [PDF] [Code]
Hao Fei, Jingye Li, Yafeng Ren, Meishan Zhang and Donghong Ji. Making Decision like Human: Joint Aspect Category Sentiment Analysis and Rating Prediction with Fine-to-Coarse Reasoning. In Proceedings of the WWW 2022. [PDF]
Jingye Li, Hao Fei, Jiang Liu, Shengqiong Wu, Meishan Zhang, Chong Teng, Donghong Ji and Fei Li. Unified Named Entity Recognition as Word-Word Relation Classification. In Proceedings of the AAAI 2022. [PDF] [Code]
2021
Jingye Li, Kang Xu, Fei Li, Hao Fei, Yafeng Ren, Donghong Ji. MRN: A Locally and Globally Mention-Based Reasoning Network for Document-Level Relation Extraction. In Proceedings of the ACL (Findings) 2021. [PDF] [Code]
Shengqiong Wu, Hao Fei, Yafeng Ren, Donghong Ji, Jingye Li. Learn from Syntax: Improving Pair-wise Aspect and Opinion Terms Extraction with Rich Syntactic Knowledge. In Proceedings of the IJCAI 2021. [PDF] [Code]
2020
Jingye Li, Hao Fei, Donghong Ji. Modeling Local Contexts for Joint Dialogue Act Recognition and Sentiment Classification with Bi-channel Dynamic Convolutions. In Proceedings of the COLING 2020. [PDF]
Jingye Li, Donghong Ji, Fei Li, Meishan Zhang, Yijiang Liu. HiTrans: A Transformer-Based Context- and Speaker-Sensitive Model for Emotion Detection in Conversations. In Proceedings of the COLING 2020. [PDF] [Code]