CCL23-Eval 任务6总结报告:电信网络诈骗案件分类(Overview of CCL23-Eval Task 6: Telecom Network Fraud Case Classification)

Chengjie Sun (孙承杰), Jie Ji (纪杰), Boyue Shang (尚伯乐), Binguan Liu (刘秉权)


Abstract
“近年来,电信网络诈骗形势较为严峻,自动化案件分类有助于打击犯罪。本文介绍了任务相关的分类体系,其次从数据集、任务介绍、比赛结果等方面介绍并展示了本次评测任务的相关信息。本次任务共有60支参赛队伍报名,最终有34支队伍提交结果,其中有15支队伍得分超过 baseline,最高得分为0.8660,高于baseline 1.6%。根据结果分析,大部分队伍均采用了BERT类模型。”
Anthology ID:
2023.ccl-3.21
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:
193–200
Language:
Chinese
URL:
https://aclanthology.org/2023.ccl-3.21
DOI:
Bibkey:
Cite (ACL):
Chengjie Sun, Jie Ji, Boyue Shang, and Binguan Liu. 2023. CCL23-Eval 任务6总结报告:电信网络诈骗案件分类(Overview of CCL23-Eval Task 6: Telecom Network Fraud Case Classification). In Proceedings of the 22nd Chinese National Conference on Computational Linguistics (Volume 3: Evaluations), pages 193–200, Harbin, China. Chinese Information Processing Society of China.
Cite (Informal):
CCL23-Eval 任务6总结报告:电信网络诈骗案件分类(Overview of CCL23-Eval Task 6: Telecom Network Fraud Case Classification) (Sun et al., CCL 2023)
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PDF:
https://aclanthology.org/2023.ccl-3.21.pdf