Logic-LM: Empowering Large Language Models with Symbolic Solvers for Faithful Logical Reasoning

20 May 2023

Papers citing "Logic-LM: Empowering Large Language Models with Symbolic Solvers for Faithful Logical Reasoning"

50 / 165 papers shown

Title
A Survey on the Integration of Generative AI for Critical Thinking in Mobile Networks Athanasios Karapantelakis Alexandros Nikou Ajay Kattepur Jean Martins Leonid Mokrushin S. Mohalik Marin Orlic Aneta Vulgarakis Feljan 24 1 0 10 Apr 2024
Language Models as Compilers: Simulating Pseudocode Execution Improves Algorithmic Reasoning in Language Models Hyungjoo Chae Yeonghyeon Kim Seungone Kim Kai Tzu-iunn Ong Beong-woo Kwak ... Seonghwan Kim Taeyoon Kwon Jiwan Chung Youngjae Yu Jinyoung Yeo LRM ReLM 32 13 0 03 Apr 2024
Towards Generalizable and Faithful Logic Reasoning over Natural Language via Resolution Refutation Zhouhao Sun Xiao Ding LI DU Bibo Cai Jin-Fang Gao Ting Liu Bing Qin LRM ReLM 26 0 0 02 Apr 2024
Can Language Models Pretend Solvers? Logic Code Simulation with LLMs Minyu Chen Guoqiang Li Ling-I Wu Ruibang Liu Yuxin Su Xi Chang Jianxin Xue LLMAG ELM LRM 26 0 0 24 Mar 2024
ChainLM: Empowering Large Language Models with Improved Chain-of-Thought Prompting Xiaoxue Cheng Junyi Li Wayne Xin Zhao Ji-Rong Wen LRM AI4CE ReLM 47 6 0 21 Mar 2024
LeanReasoner: Boosting Complex Logical Reasoning with Lean Dongwei Jiang Marcio Fonseca Shay B. Cohen LRM 28 14 0 20 Mar 2024
Large Language Models and Causal Inference in Collaboration: A Survey Xiaoyu Liu Paiheng Xu Junda Wu Jiaxin Yuan Yifan Yang ... Haoliang Wang Tong Yu Julian McAuley Wei Ai Furong Huang ELM LRM 72 5 0 14 Mar 2024
SynCode: LLM Generation with Grammar Augmentation Shubham Ugare Tarun Suresh Hangoo Kang Sasa Misailovic Gagandeep Singh 32 12 0 03 Mar 2024
Confidence Matters: Revisiting Intrinsic Self-Correction Capabilities of Large Language Models Loka Li Zhenhao Chen Guan-Hong Chen Yixuan Zhang Yusheng Su Eric P. Xing Kun Zhang LRM 36 15 0 19 Feb 2024
DiLA: Enhancing LLM Tool Learning with Differential Logic Layer Yu Zhang Hui-Ling Zhen Zehua Pei Yingzhao Lian Lihao Yin M. Yuan Bei Yu LRM 31 3 0 19 Feb 2024
SciAgent: Tool-augmented Language Models for Scientific Reasoning Yubo Ma Zhibin Gou Junheng Hao Ruochen Xu Shuohang Wang ... Yujiu Yang Yixin Cao Aixin Sun Hany Awadalla Weizhu Chen RALM LRM LLMAG 38 21 0 18 Feb 2024
CliqueParcel: An Approach For Batching LLM Prompts That Jointly Optimizes Efficiency And Faithfulness Jiayi Liu Tinghan Yang Jennifer Neville 11 10 0 17 Feb 2024
Puzzle Solving using Reasoning of Large Language Models: A Survey Panagiotis Giadikiaroglou Maria Lymperaiou Giorgos Filandrianos Giorgos Stamou ELM ReLM LRM 11 24 0 17 Feb 2024
LLM can Achieve Self-Regulation via Hyperparameter Aware Generation Siyin Wang Shimin Li Tianxiang Sun Jinlan Fu Qinyuan Cheng Jiasheng Ye Junjie Ye Xipeng Qiu Xuanjing Huang 16 4 0 17 Feb 2024
Relative Preference Optimization: Enhancing LLM Alignment through Contrasting Responses across Identical and Diverse Prompts Yueqin Yin Zhendong Wang Yi Gu Hai Huang Weizhu Chen Mingyuan Zhou 19 19 0 12 Feb 2024
Understanding Reasoning Ability of Language Models From the Perspective of Reasoning Paths Aggregation Xinyi Wang Alfonso Amayuelas Kexun Zhang Liangming Pan Wenhu Chen W. Wang LRM 32 11 0 05 Feb 2024
FCoReBench: Can Large Language Models Solve Challenging First-Order Combinatorial Reasoning Problems? Chinmay Mittal Krishna Kartik Mausam Parag Singla LRM 31 1 0 04 Feb 2024
LLMs Can't Plan, But Can Help Planning in LLM-Modulo Frameworks Subbarao Kambhampati Karthik Valmeekam L. Guan Mudit Verma Kaya Stechly Siddhant Bhambri Lucas Saldyt Anil Murthy LRM 84 108 0 02 Feb 2024
Conditional and Modal Reasoning in Large Language Models Wesley H. Holliday M. Mandelkern Cedegao E. Zhang LRM 21 5 0 30 Jan 2024
Towards Goal-oriented Prompt Engineering for Large Language Models: A Survey Haochen Li Jonathan Leung Zhiqi Shen LM&MA LLMAG LRM 18 0 0 25 Jan 2024
ConstraintChecker: A Plugin for Large Language Models to Reason on Commonsense Knowledge Bases Quyet V. Do Tianqing Fang Shizhe Diao Zhaowei Wang Yangqiu Song LRM 52 10 0 25 Jan 2024
TPD: Enhancing Student Language Model Reasoning via Principle Discovery and Guidance Haorui Wang Rongzhi Zhang Yinghao Li Lingkai Kong Yuchen Zhuang Xiusi Chen Chao Zhang LRM 38 5 0 24 Jan 2024
Large Language Models Can Learn Temporal Reasoning Siheng Xiong Ali Payani Ramana Rao Kompella Faramarz Fekri LRM 27 73 0 12 Jan 2024
On the Prospects of Incorporating Large Language Models (LLMs) in Automated Planning and Scheduling (APS) Vishal Pallagani Kaushik Roy Bharath Muppasani F. Fabiano Andrea Loreggia K. Murugesan Biplav Srivastava F. Rossi L. Horesh Amit P. Sheth 18 38 0 04 Jan 2024
GeomVerse: A Systematic Evaluation of Large Models for Geometric Reasoning Mehran Kazemi Hamidreza Alvari Ankit Anand Jialin Wu Xi Chen Radu Soricut LRM ReLM 20 53 0 19 Dec 2023
A Survey of Reasoning with Foundation Models Jiankai Sun Chuanyang Zheng E. Xie Zhengying Liu Ruihang Chu ... Xipeng Qiu Yi-Chen Guo Hui Xiong Qun Liu Zhenguo Li ReLM LRM AI4CE 22 75 0 17 Dec 2023
CLOMO: Counterfactual Logical Modification with Large Language Models Yinya Huang Ruixin Hong Hongming Zhang Wei Shao Zhicheng YANG Dong Yu Changshui Zhang Xiaodan Liang Linqi Song LRM 26 7 0 29 Nov 2023
Graph Elicitation for Guiding Multi-Step Reasoning in Large Language Models Jinyoung Park Ameen Patel Omar Zia Khan Hyunwoo J. Kim Jooyeon Kim KELM LRM ReLM 23 4 0 16 Nov 2023
Neuro-Symbolic Integration Brings Causal and Reliable Reasoning Proofs Sen Yang Xin Li Leyang Cui Li Bing Wai Lam LRM NAI 31 15 0 16 Nov 2023
Symbol-LLM: Towards Foundational Symbol-centric Interface For Large Language Models Fangzhi Xu Zhiyong Wu Qiushi Sun Siyu Ren Fei Yuan Shuai Yuan Qika Lin Yu Qiao Jun Liu LLMAG 14 32 0 15 Nov 2023
Can Large Language Models Follow Concept Annotation Guidelines? A Case Study on Scientific and Financial Domains Marcio Fonseca Shay B. Cohen ALM 19 6 0 15 Nov 2023
A Closer Look at the Self-Verification Abilities of Large Language Models in Logical Reasoning Ruixin Hong Hongming Zhang Xinyu Pang Dong Yu Changshui Zhang LRM 44 23 0 14 Nov 2023
Language Models can be Logical Solvers Jiazhan Feng Ruochen Xu Junheng Hao Hiteshi Sharma Yelong Shen Dongyan Zhao Weizhu Chen ReLM LRM ELM 39 22 0 10 Nov 2023
Learning From Mistakes Makes LLM Better Reasoner Shengnan An Zexiong Ma Zeqi Lin Nanning Zheng Jian-Guang Lou Weizhu Chen LRM 19 75 0 31 Oct 2023
DetermLR: Augmenting LLM-based Logical Reasoning from Indeterminacy to Determinacy Hongda Sun Weikai Xu Wei Liu Jian Luan Bin Wang Shuo Shang Ji-Rong Wen Rui Yan LRM 37 24 0 28 Oct 2023
LINC: A Neurosymbolic Approach for Logical Reasoning by Combining Language Models with First-Order Logic Provers Theo X. Olausson Alex Gu Benjamin Lipkin Cedegao E. Zhang Armando Solar-Lezama Josh Tenenbaum Roger Levy LRM AI4CE ReLM 36 94 0 23 Oct 2023
Plan, Verify and Switch: Integrated Reasoning with Diverse X-of-Thoughts Tengxiao Liu Qipeng Guo Yuqing Yang Xiangkun Hu Yue Zhang Xipeng Qiu Zheng-Wei Zhang LRM LLMAG 26 29 0 23 Oct 2023
BioPlanner: Automatic Evaluation of LLMs on Protocol Planning in Biology Odhran O'Donoghue Aleksandar Shtedritski John Ginger Ralph Abboud Ali E. Ghareeb Justin Booth Samuel G. Rodriques 22 16 0 16 Oct 2023
Learning To Teach Large Language Models Logical Reasoning Meiqi Chen Yubo Ma Kaitao Song Yixin Cao Yan Zhang Dongsheng Li ELM LRM 23 14 0 13 Oct 2023
Guiding Language Model Math Reasoning with Planning Tokens Xinyi Wang Lucas Page-Caccia O. Ostapenko Xingdi Yuan William Yang Wang Alessandro Sordoni LRM 31 2 0 09 Oct 2023
Concise and Organized Perception Facilitates Reasoning in Large Language Models Junjie Liu Shaotian Yan Chen Shen Zhengdong Xiao Wenxiao Wang Jieping Ye Jieping Ye LRM 8 1 0 05 Oct 2023
Knowledge Crosswords: Geometric Knowledge Reasoning with Large Language Models Wenxuan Ding Shangbin Feng Yuhan Liu Zhaoxuan Tan Vidhisha Balachandran Tianxing He Yulia Tsvetkov LRM 31 2 0 02 Oct 2023
Towards LogiGLUE: A Brief Survey and A Benchmark for Analyzing Logical Reasoning Capabilities of Language Models Man Luo Shrinidhi Kumbhar Ming shen Mihir Parmar Neeraj Varshney Pratyay Banerjee Somak Aditya Chitta Baral ReLM ELM LRM 37 25 0 02 Oct 2023
Navigate through Enigmatic Labyrinth A Survey of Chain of Thought Reasoning: Advances, Frontiers and Future Zheng Chu Jingchang Chen Qianglong Chen Weijiang Yu Tao He Haotian Wang Weihua Peng Ming-Yu Liu Bing Qin Ting Liu LRM AI4CE 21 149 0 27 Sep 2023
Natural Language Embedded Programs for Hybrid Language Symbolic Reasoning Tianhua Zhang Jiaxin Ge Hongyin Luo Yung-Sung Chuang Mingye Gao Yuan Gong Xixin Wu Yoon Kim Helen M. Meng James R. Glass LRM ReLM 84 15 0 19 Sep 2023
Unveiling Theory of Mind in Large Language Models: A Parallel to Single Neurons in the Human Brain Mohsen Jamali Ziv M. Williams Jing Cai 11 19 0 04 Sep 2023
Planning with Logical Graph-based Language Model for Instruction Generation Fan Zhang Kebing Jin H. Zhuo LRM 32 3 0 26 Aug 2023
How susceptible are LLMs to Logical Fallacies? Amirreza Payandeh Dan Pluth Jordan Hosier Xuesu Xiao V. Gurbani LLMAG LRM ELM 23 17 0 18 Aug 2023
Automatically Correcting Large Language Models: Surveying the landscape of diverse self-correction strategies Liangming Pan Michael Stephen Saxon Wenda Xu Deepak Nathani Xinyi Wang William Yang Wang KELM LRM 36 201 0 06 Aug 2023
Shifting Attention to Relevance: Towards the Predictive Uncertainty Quantification of Free-Form Large Language Models Jinhao Duan Hao-Ran Cheng Shiqi Wang Alex Zavalny Chenan Wang Renjing Xu B. Kailkhura Kaidi Xu 25 31 0 03 Jul 2023