arXiv cs.CL· Yi-cheng Liu, Guan-ru Lai, Yi-cheng Lai, Lyn Chao-ling Chen·· 2 天前AI 评分22
基于大语言模型的实时聊天机器人恋爱诈骗阶段检测
Real-time Chatbot Romance Scam Detection in Stage Classification
AI 导读
研究团队开发了一款通过 Line Messaging API 运行的聊天机器人，利用大语言模型实时检测恋爱诈骗所处阶段。该机器人基于社会科学领域的七阶段理论划分诈骗进程，一旦识别出诈骗即通过大语言模型给出阶段解释与防范建议。该成果已被 TANET 2026 录用，可用于真实场景降低恋爱诈骗风险。
正文 · 原文
Abstract:Romance scam has become a serious problem via social media, and the improvement of artificial intelligence enable to fake identify easily. In the study, a chatbot has developed to detect romance scam in real-time through Line Messaging API. Using the seven stage theories in the social science field, the stages of romance scam can be detected through large language model. In addition, once a romance scam is detected, the chatbot provides explanations of the stage and prevention advices through large language model. The contribution of the work provides a practical application, and can be used in real scenario for reducing the risk of romance scam.
| Comments: | Accepted in Taiwan Academic Network Conference (TANET 2026) |
| Subjects: | Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Multimedia (cs.MM) |
| Cite as: | arXiv:2610.20631 [cs.CL] |
| (or arXiv:2610.20631v1 [cs.CL] for this version) | |
| https://doi.org/10.48550/arXiv.2610.20631 arXiv-issued DOI via DataCite |
Submission history
From: Lyn Chao-Ling Chen [view email]
[v1]
Wed, 30 Sep 2026 04:19:18 UTC (1,596 KB)
来源：arXiv cs.CL · arxiv.org