Abstract
"汉语框架语义解析(Chinese Frame Semantic Parsing)是中文自然语言处理中的一项重要任务,其目标是从句子中提取框架语义结构,实现对句子中事件或情境的深层理解。框架语义解析对阅读理解、文本摘要、关系抽取等下游任务具有重要意义。旨在从句子中提取框架语义结构,实现对句子中事件或情境的深层理解。本文将框架识别和论元角色识别任务建模为分类任务,将论元范围识别任务建模为抽取任务,使用预训练语言模型进行微调,并通过对抗训练、指数滑动平均、分组学习率、参数高效旋转位置编码等策略提升模型性能。"
- Anthology ID:
- 2025.ccl-2.6
- Volume:
- Proceedings of the 24th China National Conference on Computational Linguistics (CCL 2025)
- Month:
- August
- Year:
- 2025
- Address:
- Jinan, China
- Editors:
- Hongfei Lin, Bin Li, Hongye Tan
- Venue:
- CCL
- SIG:
- Publisher:
- Chinese Information Processing Society of China
- Note:
- Pages:
- 55–59
- Language:
- URL:
- https://aclanthology.org/2025.ccl-2.6/
- DOI:
- Bibkey:
- Cite (ACL):
- Huang Yong Qing. 2025. CCL25-Eval2系统报告:基于高效参数旋转位置编码的汉语框架语义解析. In Proceedings of the 24th China National Conference on Computational Linguistics (CCL 2025), pages 55–59, Jinan, China. Chinese Information Processing Society of China.
- Cite (Informal):
- CCL25-Eval2系统报告:基于高效参数旋转位置编码的汉语框架语义解析 (Qing, CCL 2025)
- Copy Citation:
- PDF:
- https://aclanthology.org/2025.ccl-2.6.pdf