李霏
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武汉大学国家网络安全学院副研究员,博/硕士生导师,中国中文信息学会青年工作委员会委员,中国人工智能学会青年工作委员会委员。主要从事自然语言处理相关技术的研究,如信息抽取,情感分析,多语言多模态模型,深度学习等。论文方面,在自然语言处理,人工智能等方向的高水平期刊和会议上发表论文80余篇。近年来主持国家重点研发计划、教育部人文社会科学研究基金、湖北省自然科学基金等项目。教授本科生和研究生《自然语言处理》、《舆情分析》等课程。
实验室常年招收硕士研究生、博士研究生,欢迎有志于自然语言处理、人工智能、舆情分析、认知计算等研究的同学联系实验室主任姬老师 dhji@whu.edu.cn。
实验室主页: http://lacc.whu.edu.cn
项目
[1] 国家重点研发计划,多语言多模态科技情报数据内容识别技术研究,主持
[2] 湖北省自然科学基金面上项目,面向微博小样本数据的多模态命名实体识别研究, 主持
[3] 教育部人文社会科学青年基金项目,融合事件结构的汉语依存句法分析研究,主持
[4] 武汉大学自主科研项目,基于社交媒体的境外对华情感分析和引导研究,主持
代表性论文(详细列表 https://scholar.google.com/citations?user=AoMmysMAAAAJ&hl=zh-CN )
Wang H, He K, Li B, et al. Refining and Synthesis: A Simple yet Effective Data Augmentation Framework for Cross-Domain Aspect-based Sentiment Analysis[C]//Findings of the Association for Computational Linguistics ACL 2024. 2024: 10318-10329.
Gao Q, Meng Z, Li B, et al. Harvesting Events from Multiple Sources: Towards a Cross-Document Event Extraction Paradigm[C]//Findings of the Association for Computational Linguistics ACL 2024. 2024: 1913-1927.
Zhou C, Li B, Fei H, et al. Revisiting Structured Sentiment Analysis as Latent Dependency Graph Parsing[C]//Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). 2024: 10178-10191.
Zixiang Meng, Qiang Gao, Di Guo, Yunlong Li, Bobo Li, Hao Fei, Shengqiong Wu, Fei Li*, Chong Teng, Donghong Ji. MMLSCU: A Dataset for Multi-modal Multi-domain Live Streaming Comment Understanding. The Web Conference 2024 ( EI收录,CCF A类会议)
Zheng, L., Fei, H., Li, F*., Li, B., Liao, L., Ji, D., & Teng, C.. Reverse Multi-Choice Dialogue Commonsense Inference with Graph-of-Thought. AAAI, 2024. ( EI收录,CCF A类会议)
Bobo Li, Hao Fei, Lizi Liao, Yu Zhao, Chong Teng, Tat-Seng Chua, Donghong Ji, Fei Li*. Revisiting Disentanglement and Fusion on Modality and Context in Conversational Multimodal Emotion Recognition[C]//Proceedings of the 31st ACM International Conference on Multimedia. 2023: 5923-5934. ( EI收录,CCF A类会议)
Hao Fei, Bobo Li, Qian Liu, Lidong Bing, Fei Li*, and Tat-Seng Chua. (2023). Reasoning Implicit Sentiment with Chain-of-Thought Prompting. In Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics. (Volume 2: Short Papers). 1171–1182. ( EI收录,CCF A类会议)
Jingye Li#, Hao Fei#, Jiang Liu, Shengqiong Wu, Meishan Zhang, Chong Teng, Donghong Ji, Fei Li*. (2022.06). Unified named entity recognition as word-word relation classification. In proceedings of the AAAI Conference on Artificial Intelligence. 36(10). 10965-10973. (EI收录,CCF A类会议).
Fei Li, Zhichao Lin, Meishan Zhang, Donghong Ji*. (2021.08). A Span-Based Model for Joint Overlapped and Discontinuous Named Entity Recognition. In Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing. (Volume 1: Long Papers). 4814–4828. ( EI收录,CCF A类会议).
Hao Fei, Chenliang Li, Donghong Ji, and Fei Li*. (2022.07). Mutual Disentanglement Learning for Joint Fine-Grained Sentiment Classification and Controllable Text Generation. In Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval. 1555–1565. ( EI收录,CCF A类会议).
Hao Fei, Donghong Ji, Bobo Li, Yijiang Liu, Yafeng Ren, Fei Li*. (2021.05). Rethinking boundaries: End-to-end recognition of discontinuous mentions with pointer networks. In proceedings of the AAAI conference on artificial intelligence. 35(14). 12785-12793. ( EI收录,CCF A类会议).
Hao Fei, Jingye Li, Shengqiong Wu, Chenliang Li, Donghong Ji and Fei Li*. (2022). Global inference with explicit syntactic and discourse structures for dialogue-level relation extraction. In proceedings of the Thirty-First International Joint Conference on Artificial Intelligence. 4082-4088. ( EI收录,CCF A类会议).
Jingye Li, Kang Xu, Fei Li*, Hao Fei, Yafeng Ren, Donghong Ji. (2021). MRN: A locally and globally mention-based reasoning network for document-level relation extraction. Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021. 1359-1370. ( EI收录,CCF A类会议)
Jiang Liu, Donghong Ji, Jingye Li, Dongdong Xie, Chong Teng, Liang Zhao and Fei Li*. (2023). TOE: a grid-tagging discontinuous NER model enhanced by embedding tag/word relations and more fine-grained tags. IEEE/ACM Transactions on Audio, Speech, and Language Processing. 31(11). 177-187. (SCI收录,CCF B类期刊)
Mengjia Zhou, Donghong Ji, Fei Li*. (2021). Relation Extraction in Dialogues: A Deep Learning Model Based on the Generality and Specialty of Dialogue Text. IEEE/ACM Transactions on Audio, Speech, and Language Processing. (Volume 29). 2015-2026. ( SCI收录,CCF B类期刊)
Shunjie Chen, Xiaochuan Shi, Jingye Li, Shengqiong Wu, Hao Fei, Fei Li*, Donghong Ji. (2022). Joint Alignment of Multi-Task Feature and Label Spaces for Emotion Cause Pair Extraction. In proceedings of the 29th International Conference on Computational Linguistics. 6955-6965. ( EI收录,CCF B类会议)
Fengqi Wang, Fei Li*, Hao Fei, Jingye Li, Shengqiong Wu, Fangfang Su, Wenxuan Shi, Donghong Ji, and Bo Cai. (2022). Entity-centered Cross-document Relation Extraction. In Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 9871–9881. ( EI收录,CCF B类会议)