inference/research
verifiedhigh · 0.85updated 2026-10-10

Large Language Models Cannot Self-Correct Reasoning Yet (arXiv:2310.01798)

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sources/pap-eff-llms-cannot-self-correct
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blog
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2026-10-03
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arXiv:2310.01798. Large Language Models Cannot Self-Correct Reasoning Yet. By Jie Huang et al. (Google). Submitted 2023-10-03. Shows that LLMs cannot self-correct their reasoning without external feedback or verification. 2026-10-10: Fetched https://arxiv.org/abs/2310.01798. Title: 'Large Language Models Cannot Self-Correct Reasoning Yet'. Peer-reviewed venue confirmed: ICLR 2024. Abstract confirms evaluation showing LLMs struggle to self-correct intrinsic reasoning without external feedback.

Notes

arXiv:2310.01798. Large Language Models Cannot Self-Correct Reasoning Yet. By Jie Huang et al. (Google). Submitted 2023-10-03. Shows that LLMs cannot self-correct their reasoning without external feedback or verification.

2026-10-10: Fetched https://arxiv.org/abs/2310.01798. Title: 'Large Language Models Cannot Self-Correct Reasoning Yet'. Peer-reviewed venue confirmed: ICLR 2024. Abstract confirms evaluation showing LLMs struggle to self-correct intrinsic reasoning without external feedback.

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