ares rag测评的数据集怎么理解?
这个文件是怎么获得的,是不是用一个llm+rag系统获取,输入Query 输出Answer,Context_Relevance_Label Answer_Relevance_Label Answer_Faithfulness_Label是自己标的几个例子。
但是这个Document是什么,rag系统一般会存入好几个文档吧,从好多个文档定位到关键词的那个文档应该是rag的能力,这里直接就有对应文档了
stanford-futuredata/ARES: Automated Evaluation of RAG Systems
https://github.com/stanford-futuredata/ARES
datasets\example_files\nq_few_shot_prompt_for_judge_scoring.tsv
Query Document Answer Context_Relevance_Label Answer_Relevance_Label Answer_Faithfulness_Label
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