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While humans sometimes do show the capability of correcting their own erroneous guesses with self-critiquing, there seems to be no basis for that assumption in the case of LLMs.
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Do Large Language Models Know What They Are Capable Of?
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LLMs Can't Plan, But Can Help Planning in LLM-Modulo Frameworks
Are Language Models Models?
What Kind of Reasoning (if any) is an LLM actually doing? On the Stochastic Nature and Abductive Appearance of Large Language Models
Case Study: Testing Model Capabilities in Some Reasoning Tasks
@article{kambhampati2024large,
title = {Can Large Language Models Reason and Plan?},
author = {Subbarao Kambhampati},
year = {2024},
eprint = {2403.04121},
archivePrefix = {arXiv},
url = {http://arxiv.org/abs/2403.04121v2}
}Shows whether official code is linked for this paper.
[](https://codeofpaper.com/paper/2403.04121)