Logical Reasoning in Large Language Models: A Survey

13 February 2025

Papers citing "Logical Reasoning in Large Language Models: A Survey"

7 / 7 papers shown

Title
From Reasoning to Learning: A Survey on Hypothesis Discovery and Rule Learning with Large Language Models Kaiyu He Zhiyu Chen ReLM LRM ELM 36 0 0 28 May 2025
Evaluating the Logical Reasoning Abilities of Large Reasoning Models Hanmeng Liu Yiran Ding Zhizhang Fu Chaoli Zhang Xiaozhang Liu Yue Zhang ELM LRM 43 0 0 17 May 2025
Toward Generalizable Evaluation in the LLM Era: A Survey Beyond Benchmarks Yixin Cao Shibo Hong Xuzhao Li Jiahao Ying Yubo Ma ... Juanzi Li Aixin Sun Xuanjing Huang Tat-Seng Chua Tianwei Zhang ALM ELM 139 6 0 26 Apr 2025
LogicTree: Structured Proof Exploration for Coherent and Rigorous Logical Reasoning with Large Language Models Kang He Kaushik Roy LRM 41 0 0 18 Apr 2025
Reasoning Models Know When They're Right: Probing Hidden States for Self-Verification Anqi Zhang Yulin Chen Jane Pan Chen Zhao Aurojit Panda Jinyang Li He He ReLM LRM 71 11 0 07 Apr 2025
SWI: Speaking with Intent in Large Language Models Yuwei Yin EunJeong Hwang Giuseppe Carenini LRM 98 0 0 27 Mar 2025
DeepSeek-R1 Outperforms Gemini 2.0 Pro, OpenAI o1, and o3-mini in Bilingual Complex Ophthalmology Reasoning Pusheng Xu Yue Wu Kai Jin Xiaolan Chen M. He Danli Shi ELM VLM LRM 68 1 0 25 Feb 2025