中医临床切诊信息抽取与词法分析语料构建及联合建模方法(On Corpus Construction and Joint Modeling for Clinical Pulse Feeling and Palpation Information Extraction and Lexical Analysis of Traditional Chinese Medicine)

Yaqiang Wang (王亚强), Wen Jiang (蒋文), Yongguang Jiang (蒋永光), Hongping Shu (舒红平)


Abstract
“切诊是中医临床四诊方法中极具中医特色的疾病诊察方法,为中医临床辨证论治提供重要的依据,中医临床切诊信息抽取与词法分析研究具有重要的临床应用价值。本文首次开展了中医临床切诊信息抽取与词法分析语料构建及联合建模方法研究,以万余条中医临床记录为研究对象,提出了一种语料构建框架,分别制定了中医临床切诊信息抽取、中文分词和词性标注语料标注规范,形成了可支撑多任务联合建模的语料,语料最终的标注一致性达到0.94以上。基于同级多任务共享编码参数模型,探索了中医临床切诊信息抽取与词法分析联合建模方法,并验证了该方法的有效性。”
Anthology ID:
2023.ccl-1.31
Volume:
Proceedings of the 22nd Chinese National Conference on Computational Linguistics
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:
352–363
Language:
Chinese
URL:
https://aclanthology.org/2023.ccl-1.31
DOI:
Bibkey:
Cite (ACL):
Yaqiang Wang, Wen Jiang, Yongguang Jiang, and Hongping Shu. 2023. 中医临床切诊信息抽取与词法分析语料构建及联合建模方法(On Corpus Construction and Joint Modeling for Clinical Pulse Feeling and Palpation Information Extraction and Lexical Analysis of Traditional Chinese Medicine). In Proceedings of the 22nd Chinese National Conference on Computational Linguistics, pages 352–363, Harbin, China. Chinese Information Processing Society of China.
Cite (Informal):
中医临床切诊信息抽取与词法分析语料构建及联合建模方法(On Corpus Construction and Joint Modeling for Clinical Pulse Feeling and Palpation Information Extraction and Lexical Analysis of Traditional Chinese Medicine) (Wang et al., CCL 2023)
Copy Citation:
PDF:
https://aclanthology.org/2023.ccl-1.31.pdf