汉语被动结构解析及其在CAMR中的应用研究(Parsing of Passive Structure in Chinese and Its Application in CAMR)
Kang Hu (康胡,), Weiguang Qu (曲维光), Tingxin Wei (魏庭新), Junsheng Zhou (周俊生), Bin Li (李斌), Yanhui Gu (顾彦慧)
Abstract
“汉语被动句是一种重要的语言现象。本文采用BIO结合索引的标注方法,对被动句中的被动结构进行了细粒度标注,提出了一种基于BERT-wwm-ext预训练模型和双仿射注意力机制的CRF序列标注模型,实现对汉语被动句中内部结构的自动解析,F1值达到97.31%。本文提出的模型具有良好的泛化性,实验证明,利用本文模型的被动结构解析结果对CAMR图后处理,能有效提高CAMR被动句解析任务的性能。”- Anthology ID:
- 2023.ccl-1.45
- 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:
- 502–522
- Language:
- Chinese
- URL:
- https://aclanthology.org/2023.ccl-1.45
- DOI:
- Cite (ACL):
- Kang Hu, Weiguang Qu, Tingxin Wei, Junsheng Zhou, Bin Li, and Yanhui Gu. 2023. 汉语被动结构解析及其在CAMR中的应用研究(Parsing of Passive Structure in Chinese and Its Application in CAMR). In Proceedings of the 22nd Chinese National Conference on Computational Linguistics, pages 502–522, Harbin, China. Chinese Information Processing Society of China.
- Cite (Informal):
- 汉语被动结构解析及其在CAMR中的应用研究(Parsing of Passive Structure in Chinese and Its Application in CAMR) (Hu et al., CCL 2023)
- PDF:
- https://preview.aclanthology.org/nschneid-patch-3/2023.ccl-1.45.pdf