面向中文文本的情绪持有者抽取研究(Research on Emotion Holder Extraction for Chinese Texts Yawei Sun1,,,Yu Shi1,,,Xu Han2,∗)

Sun Yawei (孙亚伟), Shi Yu (石宇), Han Xu (韩旭)


Abstract
“情绪持有者是文本中带有情绪的主体,对这些情绪持有者的分析对文本情绪理解至关重要。然而,现有研究未充分考虑情绪持有者的共指现象,且由于缺乏面向中文语料的情绪持有者抽取数据,这一研究的发展受到了进一步的限制。本文构建了一个针对中文文本的情绪持有者抽取数据集,有效解决了数据中的共指问题。同时,提出了一种融合语义、情绪和词性特征的模型,实现了高效的情绪持有者抽取与共指消解,且在各项性能指标上超越了基线模型。消融实验进一步证明了模型设计的有效性。1”
Anthology ID:
2024.ccl-1.41
Volume:
Proceedings of the 23rd Chinese National Conference on Computational Linguistics (Volume 1: Main Conference)
Month:
July
Year:
2024
Address:
Taiyuan, China
Editors:
Maosong Sun, Jiye Liang, Xianpei Han, Zhiyuan Liu, Yulan He
Venue:
CCL
SIG:
Publisher:
Chinese Information Processing Society of China
Note:
Pages:
526–538
Language:
Chinese
URL:
https://aclanthology.org/2024.ccl-1.41/
DOI:
Bibkey:
Cite (ACL):
Sun Yawei, Shi Yu, and Han Xu. 2024. 面向中文文本的情绪持有者抽取研究(Research on Emotion Holder Extraction for Chinese Texts Yawei Sun1,,,Yu Shi1,,,Xu Han2,∗). In Proceedings of the 23rd Chinese National Conference on Computational Linguistics (Volume 1: Main Conference), pages 526–538, Taiyuan, China. Chinese Information Processing Society of China.
Cite (Informal):
面向中文文本的情绪持有者抽取研究(Research on Emotion Holder Extraction for Chinese Texts Yawei Sun1,,,Yu Shi1,,,Xu Han2,∗) (Yawei et al., CCL 2024)
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PDF:
https://aclanthology.org/2024.ccl-1.41.pdf