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SoftCoT: Soft Chain-of-Thought for Efficient Reasoning with LLMs

SoftCoT uses a fixed assistant and projection module to generate soft reasoning tokens that boost LLM reasoning via parameter-efficient fine-tuning.

Yaogeng Xu, Xu Guo, Zhiwei Zeng, Chunyan Miao

Published 2025 · 14 citations

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AI panel: 10 of 20 reviewers recommend it
lenient 4/5
medium 5/10
strict 1/5