事件抽取中多义触发词和论元的处理：基于奖惩机制的自适应语义学习策略

李海莉; 田植良; 王晓东; 周云彦; 潘世龙; 周杰; 徐秋波; 李东升

doi:10.1631/FITEE.2400220

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事件抽取中多义触发词和论元的处理：基于奖惩机制的自适应语义学习策略

常规文章 | Updated：2025-05-06

- 事件抽取中多义触发词和论元的处理：基于奖惩机制的自适应语义学习策略
  Enhanced Publication
- Handling polysemous triggers and arguments in event extraction: an adaptive semantics learning strategy with reward–penalty mechanism
- “在自然语言处理领域，事件提取研究取得了重大进展。专家们提出了一种具有奖惩机制的自适应学习方法，以解决触发器和论据中多义词的挑战，为构建事件提取系统奠定了基础。”
- 信息与电子工程前沿（英文） 2025年26卷第4期页码：534-555
- Affiliations：
  
  1.National Key Laboratory of Parallel and Distributed Computing, National University of Defense Technology, Changsha 410073, China
  2.College of Computer Science and Technology, National University of Defense Technology, Changsha 410073, China
  3.Unit 63891 of PLA, Luoyang 471003, China
  4.Unit 63893 of PLA, Luoyang 471003, China
  5.State Key Laboratory of Complex Electromagnetic Environment Effects on Electronics and Information System, Luoyang 471003, China
- Author bio：
  
  ‡ Corresponding authors
- Funds：
  
  National Natural Science Foundation of China(62306330;62106275);Young Elite Scientist Sponsorship Program by China Association for Science and Technology(YESS20230367);Natural Science Foundation of Hunan Province, China(2022JJ40558;WDZC20235250103)
- DOI：10.1631/FITEE.2400220
  中图分类号： TP393.1
- 收稿日期：2024-03-21，
  
  修回日期：2024-05-16，
  
  网络出版日期：2025-03-13，
  
  纸质出版日期：2025-04
- Accepted：
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李海莉, 田植良, 王晓东, 等. 事件抽取中多义触发词和论元的处理：基于奖惩机制的自适应语义学习策略[J]. 信息与电子工程前沿（英文）, 2025,26(4):534-555.

Haili LI, Zhiliang TIAN, Xiaodong WANG, et al. Handling polysemous triggers and arguments in event extraction: an adaptive semantics learning strategy with reward–penalty mechanism[J]. Frontiers of information technology & electronic engineering, 2025, 26(4): 534-555.
李海莉, 田植良, 王晓东, 等. 事件抽取中多义触发词和论元的处理：基于奖惩机制的自适应语义学习策略[J]. 信息与电子工程前沿（英文）, 2025,26(4):534-555. DOI： 10.1631/FITEE.2400220.

Haili LI, Zhiliang TIAN, Xiaodong WANG, et al. Handling polysemous triggers and arguments in event extraction: an adaptive semantics learning strategy with reward–penalty mechanism[J]. Frontiers of information technology & electronic engineering, 2025, 26(4): 534-555. DOI： 10.1631/FITEE.2400220.

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BUEES: a bottom-up event extraction system*#

事件抽取中多义触发词和论元的处理：基于奖惩机制的自适应语义学习策略

Handling polysemous triggers and arguments in event extraction: an adaptive semantics learning strategy with reward–penalty mechanism

DOI：10.1631/FITEE.2400220