SelfCheck: using LLMs to zero-shot check their own step-by-step reasoning

The recent progress in large language models (LLMs), especially the invention of chain-of-thought prompting, has made it possible to automatically answer questions by stepwise reasoning. However, when faced with more complicated problems that require non-linear thinking, even the strongest LLMs make...

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Bibliographic Details
Main Authors: Miao, N, Teh, YW, Rainforth, T
Format: Conference item
Language:English
Published: International Conference on Learning Representations 2024