CCL23-Eval 任务3系统报告:基于旋转式位置编码的实体分类在汉语框架语义解析中的应用(System Report for CCL23-Eval Task 3: Application of Entity Classification Model Based on Rotary Position Embedding in Chiness Frame Semantic Parsing)
Zuoheng Li (李作恒), Xuanzhi Guo (郭炫志), Dengjian Qiao (乔登俭), Fan Wu (吴钒)
Abstract
“汉语框架语义解析(Chinese Frame Semantic Parsing,CFSP)是中文自然语言处理领域中的一项重要任务,其目标是从句子中提取框架语义结构,实现对句子中涉及到的事件或情境的深层理解。本文主要研究子任务框架识别和论元角色识别,自然语言处理中常用的方法在框架识别和论元角色识别中会丢失目标词与整体句子之间的位置信息关系以及目标词内部信息,对此本文提出基于旋转式位置编码的实体分类模型对实体之间计算注意力然后进行分类,并在天池“CCL2023-Eval 汉语框架语义解析评测”比赛上获得A、B榜第一名的成绩1。”- Anthology ID:
- 2023.ccl-3.9
- Volume:
- Proceedings of the 22nd Chinese National Conference on Computational Linguistics (Volume 3: Evaluations)
- Month:
- August
- Year:
- 2023
- Address:
- Harbin, China
- Editors:
- Maosong Sun, Bing Qin, Xipeng Qiu, Jing Jiang, Xianpei Han
- Venue:
- CCL
- SIG:
- Publisher:
- Chinese Information Processing Society of China
- Note:
- Pages:
- 94–104
- Language:
- Chinese
- URL:
- https://aclanthology.org/2023.ccl-3.9
- DOI:
- Cite (ACL):
- Zuoheng Li, Xuanzhi Guo, Dengjian Qiao, and Fan Wu. 2023. CCL23-Eval 任务3系统报告:基于旋转式位置编码的实体分类在汉语框架语义解析中的应用(System Report for CCL23-Eval Task 3: Application of Entity Classification Model Based on Rotary Position Embedding in Chiness Frame Semantic Parsing). In Proceedings of the 22nd Chinese National Conference on Computational Linguistics (Volume 3: Evaluations), pages 94–104, Harbin, China. Chinese Information Processing Society of China.
- Cite (Informal):
- CCL23-Eval 任务3系统报告:基于旋转式位置编码的实体分类在汉语框架语义解析中的应用(System Report for CCL23-Eval Task 3: Application of Entity Classification Model Based on Rotary Position Embedding in Chiness Frame Semantic Parsing) (Li et al., CCL 2023)
- PDF:
- https://preview.aclanthology.org/proper-vol2-ingestion/2023.ccl-3.9.pdf