本人主要从事自然语言处理及其相关的应用研究。欢迎各位学者、同学和朋友与我交流。
本人属于姬东鸿教授课题组。我们常年招收硕士、博士研究生,欢迎有意从事自然语言处理研究方向的同学与我们联系。
同时也欢迎本科生同学加入到课题组,开展相关工作。
论文
本人在自然语言处理的相关期刊和会议(如ACL、EMNLP、COLING、TASLP、TALLIP等)、人工智能的相关期刊和会议(如IJCAI、AAAI等)、数据挖掘的相关期刊和会议(如KDD,PAKDD等),生物医学信息处理的相关期刊和会议(如Bioinformatics、JAMIA、BIBM、BMC Bioinformatics等)发表论文多篇。近些年的部分论文如下(*为通讯作者):
(1) Wenxuan Shi, Fei Li, Jingye Li, Hao Fei, Donghong Ji. Effective Token Graph Modeling using a Novel Labeling Strategy for Structured Sentiment Analysis. ACL 2022 (CCF A类会议)
(2) S Wu, H Fei, F Li, D Ji, M Zhang, Y Liu, C Teng. Mastering the Explicit Opinion-role Interaction: Syntax-aided Neural Transition System for Unified Opinion Role Labeling. AAAI 2022 (CCF A类会议)
(3) J Li, H Fei, J Liu, S Wu, M Zhang, C Teng, D Ji, F Li*. Unified Named Entity Recognition as Word-Word Relation Classification. AAAI 2022 (CCF A类会议)
(4) Aspect-Based Pair-Wise Opinion Generation in Chinese automotive reviews: Design of the task, dataset and model. Y Liu, F Li, D Ji. Information Processing & Management 58 (6), 102729 (CCF B类期刊)
(5) Fei Li; Zhichao Lin; Meishan Zhang; Donghong Ji; A Span-Based Model for Joint Overlapped and Discontinuous Named Entity Recognition. ACL, 2021. (CCF A类会议)
(6) Hao Fei, Donghong Ji, Bobo Li, Yijiang Liu, Yafeng Ren, Fei Li*. Rethinking Boundaries: End-To-End Recognition of Discontinuous Mentions with Pointer Networks[C]//Proceedings of the AAAI Conference on Artificial Intelligence. 2021, 35(14): 12785-12793. (CCF A类会议)
(7) Mengjia Zhou, Donghong Ji, Fei Li*. Relation Extraction in Dialogues: A Deep Learning Model Based on the Generality and Specialty of Dialogue Text[J]. IEEE/ACM Transactions on Audio, Speech, and Language Processing (TASLP), 2021. (CCF B类期刊)
(8) Fei Li; Hong Yu; ICD Coding from Clinical Text Using Multi-Filter Residual Convolutional Neural Network, Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI), New York, USA, 2020-2-7至2020-2-12. (CCF A类会议)
(9) Jingye Li, Donghong Ji, Fei Li*, Meishan Zhang, Yijiang Liu. HiTrans: A transformer-based context-and speaker-sensitive model for emotion detection in conversations[C]//Proceedings of the 28th International Conference on Computational Linguistics (COLING). 2020: 4190-4200. (CCF B类会议)。
详细的论文列表
https://scholar.google.com/citations?user=AoMmysMAAAAJ&hl=zh-CN
参与的主要学术组织
中国中文信息学会青年工作委员会
中国人工智能学会青年工作委员会
项目
基于社交媒体的情感分析和引导研究,武汉大学自主科研项目,2021-2022,主持
面向微博小样本数据的多模态命名实体识别研究, 湖北省自然科学基金面上项目, 2021至 2023, 主持
专利
一种基于深度学习的知识图谱构建方法,2017107137352
(1) Wenxuan Shi, Fei Li, Jingye Li, Hao Fei, Donghong Ji. Effective Token Graph Modeling using a Novel Labeling Strategy for Structured Sentiment Analysis. ACL 2022 (CCF A类会议)
(2) S Wu, H Fei, F Li, D Ji, M Zhang, Y Liu, C Teng. Mastering the Explicit Opinion-role Interaction: Syntax-aided Neural Transition System for Unified Opinion Role Labeling. AAAI 2022 (CCF A类会议)
((3) J Li, H Fei, J Liu, S Wu, M Zhang, C Teng, D Ji, F Li*. Unified Named Entity Recognition as Word-Word Relation Classification. AAAI 2022 (CCF A类会议)
((4) Aspect-Based Pair-Wise Opinion Generation in Chinese automotive reviews: Design of the task, dataset and model. Y Liu, F Li, D Ji. Information Processing & Management 58 (6), 102729 (CCF B类期刊)
((5) Fei Li; Zhichao Lin; Meishan Zhang; Donghong Ji; A Span-Based Model for Joint Overlapped and Discontinuous Named Entity Recognition. ACL, 2021. (CCF A类会议)
((6) Hao Fei, Donghong Ji, Bobo Li, Yijiang Liu, Yafeng Ren, Fei Li*. Rethinking Boundaries: End-To-End Recognition of Discontinuous Mentions with Pointer Networks[C]//Proceedings of the AAAI Conference on Artificial Intelligence. 2021, 35(14): 12785-12793. (CCF A类会议)
((7) Mengjia Zhou, Donghong Ji, Fei Li*. Relation Extraction in Dialogues: A Deep Learning Model Based on the Generality and Specialty of Dialogue Text[J]. IEEE/ACM Transactions on Audio, Speech, and Language Processing (TASLP), 2021. (CCF B类期刊)
((8) Fei Li; Hong Yu; ICD Coding from Clinical Text Using Multi-Filter Residual Convolutional Neural Network, Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI), New York, USA, 2020-2-7至2020-2-12. (CCF A类会议)
((9) Jingye Li, Donghong Ji, Fei Li*, Meishan Zhang, Yijiang Liu. HiTrans: A transformer-based context-and speaker-sensitive model for emotion detection in conversations[C]//Proceedings of the 28th International Conference on Computational Linguistics (COLING). 2020: 4190-4200. (CCF B类会议)