Boosting Logical Reasoning in Large Language Models through a New Framework: The Graph of Thought

16 August 2023

Caiwen Ding

Papers citing "Boosting Logical Reasoning in Large Language Models through a New Framework: The Graph of Thought"

37 / 37 papers shown

Title
Fast-Slow-Thinking: Complex Task Solving with Large Language Models Yiliu Sun Yanfang Zhang Zicheng Zhao Sheng Wan Dacheng Tao Chen Gong LRM 33 0 0 11 Apr 2025
Chain of Draft: Thinking Faster by Writing Less Silei Xu Wenhao Xie Lingxiao Zhao Pengcheng He AI4TS LRM 65 26 0 25 Feb 2025
Mathematical Language Models: A Survey W. Liu Hanglei Hu Jie Zhou Yuyang Ding Junsong Li ... Mengliang He Qin Chen Bo Jiang Aimin Zhou Liang He LRM 79 12 0 03 Jan 2025
GREAT: Geometry-Intention Collaborative Inference for Open-Vocabulary 3D Object Affordance Grounding Yawen Shao Wei-dong Zhai Yuhang Yang Hongchen Luo Yang Cao Zheng-jun Zha 86 1 0 29 Nov 2024
CoA: Chain-of-Action for Generative Semantic Labels Meng Wei Zhongnian Li Peng Ying Xinzheng Xu VLM 69 0 0 26 Nov 2024
TMGBench: A Systematic Game Benchmark for Evaluating Strategic Reasoning Abilities of LLMs H. Wang Xiachong Feng Lei Li Z. Qin Dianbo Sui Lingpeng Kong LRM ELM 30 3 0 14 Oct 2024
Exploring the Role of Reasoning Structures for Constructing Proofs in Multi-Step Natural Language Reasoning with Large Language Models Zióu Zheng Christopher Malon Martin Renqiang Min Xiaodan Zhu LRM 61 0 0 11 Oct 2024
Bridging Today and the Future of Humanity: AI Safety in 2024 and Beyond Shanshan Han 73 1 0 09 Oct 2024
Poor-Supervised Evaluation for SuperLLM via Mutual Consistency Peiwen Yuan Shaoxiong Feng Yiwei Li Xinglin Wang Boyuan Pan Heda Wang Yao Hu Kan Li 28 1 0 25 Aug 2024
Visual Agents as Fast and Slow Thinkers Guangyan Sun Mingyu Jin Zhenting Wang Cheng-Long Wang Siqi Ma Qifan Wang Ying Nian Wu Ying Nian Wu Dongfang Liu Dongfang Liu LLMAG LRM 77 13 0 16 Aug 2024
On the Design and Analysis of LLM-Based Algorithms Yanxi Chen Yaliang Li Bolin Ding Jingren Zhou 41 5 0 20 Jul 2024
UniCoder: Scaling Code Large Language Model via Universal Code Tao Sun Linzheng Chai Jian Yang Yuwei Yin Hongcheng Guo Jiaheng Liu Bing Wang Liqun Yang Zhoujun Li OffRL LRM 63 16 0 24 Jun 2024
Multimodal Task Vectors Enable Many-Shot Multimodal In-Context Learning Brandon Huang Chancharik Mitra Assaf Arbelle Leonid Karlinsky Trevor Darrell Roei Herzig 37 12 0 21 Jun 2024
Logicbreaks: A Framework for Understanding Subversion of Rule-based Inference Anton Xue Avishree Khare Rajeev Alur Surbhi Goel Eric Wong 48 2 0 21 Jun 2024
Mitigating Boundary Ambiguity and Inherent Bias for Text Classification in the Era of Large Language Models Zhenyi Lu Jie Tian Wei Wei Xiaoye Qu Yu Cheng Wenfeng Xie Dangyang Chen 35 5 0 11 Jun 2024
Large Language Models Meet NLP: A Survey Libo Qin Qiguang Chen Xiachong Feng Yang Wu Yongheng Zhang Yinghui Li Min Li Wanxiang Che Philip S. Yu ALM LM&MA ELM LRM 40 47 0 21 May 2024
Optimizing Language Model's Reasoning Abilities with Weak Supervision Yongqi Tong Sizhe Wang Dawei Li Yifan Wang Simeng Han Zi Lin Chengsong Huang Jiaxin Huang Jingbo Shang LRM ReLM 32 8 0 07 May 2024
Cantor: Inspiring Multimodal Chain-of-Thought of MLLM Timin Gao Peixian Chen Mengdan Zhang Chaoyou Fu Yunhang Shen ... Shengchuan Zhang Xiawu Zheng Xing Sun Liujuan Cao Rongrong Ji MLLM LRM 44 15 0 24 Apr 2024
Distilling Reasoning Ability from Large Language Models with Adaptive Thinking Xiao Chen Sihang Zhou K. Liang Xinwang Liu ReLM LRM 29 2 0 14 Apr 2024
MACM: Utilizing a Multi-Agent System for Condition Mining in Solving Complex Mathematical Problems Bin Lei LLMAG AI4CE 28 11 0 06 Apr 2024
Can LLMs Learn from Previous Mistakes? Investigating LLMs' Errors to Boost for Reasoning Yongqi Tong Dawei Li Sizhe Wang Yujia Wang Fei Teng Jingbo Shang LRM 32 46 0 29 Mar 2024
DetToolChain: A New Prompting Paradigm to Unleash Detection Ability of MLLM YiXuan Wu Yizhou Wang Shixiang Tang Wenhao Wu Tong He Wanli Ouyang Jian Wu Philip H. S. Torr ObjD VLM 30 18 0 19 Mar 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
G-Retriever: Retrieval-Augmented Generation for Textual Graph Understanding and Question Answering Xiaoxin He Yijun Tian Yifei Sun Nitesh V. Chawla T. Laurent Yann LeCun Xavier Bresson Bryan Hooi RALM 104 68 0 12 Feb 2024
Demystifying Chains, Trees, and Graphs of Thoughts Maciej Besta Florim Memedi Zhenyu Zhang Robert Gerstenberger Guangyuan Piao ... Aleš Kubíček H. Niewiadomski Aidan O'Mahony Onur Mutlu Torsten Hoefler AI4CE LRM 63 26 0 25 Jan 2024
Compositional Chain-of-Thought Prompting for Large Multimodal Models Chancharik Mitra Brandon Huang Trevor Darrell Roei Herzig MLLM LRM 31 80 0 27 Nov 2023
Enhancing Logical Reasoning in Large Language Models to Facilitate Legal Applications Ha-Thanh Nguyen Wachara Fungwacharakorn Ken Satoh ELM AILaw LRM 25 10 0 22 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
Branch-Solve-Merge Improves Large Language Model Evaluation and Generation Swarnadeep Saha Omer Levy Asli Celikyilmaz Mohit Bansal Jason Weston Xian Li MoMe 23 70 0 23 Oct 2023
Integrating Graphs with Large Language Models: Methods and Prospects Shirui Pan Yizhen Zheng Yixin Liu AIFin 27 25 0 09 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 24 151 0 27 Sep 2023
Data Race Detection Using Large Language Models Le Chen Xianzhong Ding M. Emani T. Vanderbruggen Pei-Hung Lin Chunhua Liao 19 17 0 15 Aug 2023
Prompting Large Language Models With the Socratic Method Edward Y. Chang LRM ELM 45 48 0 17 Feb 2023
Large Language Models are Zero-Shot Reasoners Takeshi Kojima S. Gu Machel Reid Yutaka Matsuo Yusuke Iwasawa ReLM LRM 301 4,077 0 24 May 2022
Self-Consistency Improves Chain of Thought Reasoning in Language Models Xuezhi Wang Jason W. Wei Dale Schuurmans Quoc Le Ed H. Chi Sharan Narang Aakanksha Chowdhery Denny Zhou ReLM BDL LRM AI4CE 299 3,236 0 21 Mar 2022
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models Jason W. Wei Xuezhi Wang Dale Schuurmans Maarten Bosma Brian Ichter F. Xia Ed H. Chi Quoc Le Denny Zhou LM&Ro LRM AI4CE ReLM 329 8,448 0 28 Jan 2022