"logical consistency" Papers

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Dependency Matters: Enhancing LLM Reasoning with Explicit Knowledge Grounding

Xiangyu Wen, Min Li, Junhua Huang et al.

NEURIPS 2025

Logical Consistency of Large Language Models in Fact-Checking

Bishwamittra Ghosh, Sarah Hasan, Naheed Anjum Arafat et al.

ICLR 2025arXiv:2412.16100
15
citations

Think Thrice Before You Act: Progressive Thought Refinement in Large Language Models

Chengyu Du, Jinyi Han, Yizhou Ying et al.

ICLR 2025arXiv:2410.13413
5
citations