Comments (2)
Thanks @serotoninpm !
- Success and failure are simply defined as whether the LLM is able to reach correct answers after the ReAct procedure (measured by the final response).
- Therefore, the LM can reach correct answers for the wrong ReAct trajectory. We would like to distinguish such cases from those successful cases where the trajectories are also correct, therefore report "false positive" in the table.
- Hallucination can happen anytime, both in success and failure cases (even the model hallucinates at some point, it may still be able to reach the correct answer for the wrong reason). Therefore in both modes we report the hallucination traces.
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Thank you for your detailed and kind explanation!
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