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求助帖：想结合RAG和LLM做虚假新闻识别的任务 #362

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opened 2024-11-07 19:25:10 +08:00 by ZoeSpeakman · 1 comment
ZoeSpeakman commented 2024-11-07 19:25:10 +08:00
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想在这篇文章的基础上，加RAG,知识图谱相关内容，提高虚假新闻鉴别能力，求大佬帮助

想在这篇文章的基础上，加RAG,知识图谱相关内容，提高虚假新闻鉴别能力，求大佬帮助
Zhang_Gao_2023_Towards LLM-based Fact Verification on News Claims with a Hierarchical.pdf
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12019701659cs commented 2024-11-12 21:45:02 +08:00
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仅供参考

  1. 图谱集成：将知识图谱与RAG模型集成，使模型能够直接从图谱中检索信息。
  2. 联合训练：训练RAG模型，使其在生成响应时能够同时利用检索到的信息和知识图谱的结构化信息。
  3. 评估和优化：评估模型性能，并根据需要调整知识图谱和RAG模型的参数。
仅供参考 1. 图谱集成：将知识图谱与RAG模型集成，使模型能够直接从图谱中检索信息。 2. 联合训练：训练RAG模型，使其在生成响应时能够同时利用检索到的信息和知识图谱的结构化信息。 3. 评估和优化：评估模型性能，并根据需要调整知识图谱和RAG模型的参数。
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Reference: HswOAuth/llm_course#362
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