模型官方一手
亚马逊推出多轮对话智能体评估指标
Agent Evaluation Metric for multi-turn conversations
精选理由
亚马逊搞了个新东西，专门用来评估多轮对话的智能体，能帮你找出具体是哪个回合出错了，比以前的方法更细。
亚马逊提出了一种名为AEM的新评估方法，用于衡量多轮对话智能体的质量。该方法可以分解到每个对话回合，帮助识别导致失败的特定回合，而不是像传统方法那样只关注整个对话的最终结果。
原文 · AWS Machine Learning Blog
Agent Evaluation Metric for multi-turn conversations
Multi-turn agents fail in ways single-turn evaluation misses: one early mistake corrupts every later turn. This post introduces the Agent Evaluation Metric (AEM), a decomposable, turn-level way to measure agent quality, applied to its first dimension, correctness, to pinpoint the turn that caused a failure and separate it from the turns that inherited it.
