Answer Probing-Guided Search for Diverse Solution Exploration of LLMs
It is demonstrated that the hidden states of probed answers more effectively differentiate distinct solution paths than semantic embeddings, and the perplexity of probed answers serves as a practical proxy for reasoning correctness.
Yi Fang, Quek Shen, Chengping Li et al.
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