遇见数据集

HASSANI8046/hallucination_detection_transformers

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Hugging Face2026-05-26 更新2026-05-31 收录
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资源简介:

该数据集为工具调用中的幻觉检测任务生成,基于ToolACE工具调用对话,采用RAGTruth风格模式,包含用户查询、上下文(工具输出/基础证据)、助手最终答案和字符级幻觉标签,并提供四种类型的答案文件:干净工具使用答案、工具输出矛盾答案、不支持额外信息的过度生成答案以及不可用工具动作声明的缺失工具答案。

This dataset was generated for the assignment Hallucination Detection in Tool Calling. It is based on ToolACE tool-calling dialogues and uses a RAGTruth-style schema with query, context (tool output / grounding evidence), output (assistant final answer), and hallucination_labels (character-level hallucination spans). It includes four files: clean ToolACE tool-use answers, answers with tool-output contradictions, answers with unsupported extra information, and answers with unavailable-tool action claims.

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HASSANI8046
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