PICTURE prompts LLMs to generate a character's lack of knowledge in free-form chain-of-thought, improving false-belief reasoning by 7.3% over prior prompting methods.
Noah exited the living room
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PICTURE: Enhancing Theory-of-Mind in Large Language Models by Revealing, Not Hiding, Characters' Lack of Knowledge
PICTURE prompts LLMs to generate a character's lack of knowledge in free-form chain-of-thought, improving false-belief reasoning by 7.3% over prior prompting methods.