Recursion of Thought: A Divide-and-Conquer Approach to Multi-Context Reasoning with Language Models

12 June 2023

Papers citing "Recursion of Thought: A Divide-and-Conquer Approach to Multi-Context Reasoning with Language Models"

22 / 22 papers shown

Title
MetaRuleGPT: Recursive Numerical Reasoning of Language Models Trained with Simple Rules Kejie Chen Lin Wang Qinghai Zhang Renjun Xu ReLM LRM 81 0 0 18 Dec 2024
AutoReason: Automatic Few-Shot Reasoning Decomposition Arda Sevinc A. Gumus ReLM LRM 71 0 0 09 Dec 2024
Reversal of Thought: Enhancing Large Language Models with Preference-Guided Reverse Reasoning Warm-up Jiahao Yuan Dehui Du Hao Zhang Zixiang Di Usman Naseem LRM 27 2 0 16 Oct 2024
Beyond Graphs: Can Large Language Models Comprehend Hypergraphs? Yifan Feng Chengwu Yang Xingliang Hou S. Du Shihui Ying Zongze Wu Yue Gao 27 3 0 14 Oct 2024
LLM Self-Correction with DeCRIM: Decompose, Critique, and Refine for Enhanced Following of Instructions with Multiple Constraints Thomas Palmeira Ferraz Kartik Mehta Yu-Hsiang Lin Haw-Shiuan Chang Shereen Oraby Sijia Liu Vivek Subramanian Tagyoung Chung Mohit Bansal Nanyun Peng 48 7 0 09 Oct 2024
Dynamic Planning for LLM-based Graphical User Interface Automation Shaoqing Zhang Zhuosheng Zhang Kehai Chen Xinbei Ma Muyun Yang Tiejun Zhao Min Zhang LLMAG 29 7 0 01 Oct 2024
ReDel: A Toolkit for LLM-Powered Recursive Multi-Agent Systems Andrew Zhu Liam Dugan Chris Callison-Burch VLM 32 1 0 05 Aug 2024
Follow the Rules: Reasoning for Video Anomaly Detection with Large Language Models Yuchen Yang Kwonjoon Lee Behzad Dariush Yinzhi Cao Shao-Yuan Lo LRM 34 11 0 14 Jul 2024
When Reasoning Meets Information Aggregation: A Case Study with Sports Narratives Yebowen Hu Kaiqiang Song Sangwoo Cho Xiaoyang Wang Wenlin Yao H. Foroosh Dong Yu Fei Liu 35 6 0 17 Jun 2024
THREAD: Thinking Deeper with Recursive Spawning Philip Schroeder Nathaniel Morgan Hongyin Luo James R. Glass LRM LLMAG ReLM 38 1 0 27 May 2024
A Theory for Length Generalization in Learning to Reason Changnan Xiao Bing Liu LRM 29 8 0 31 Mar 2024
Reverse That Number! Decoding Order Matters in Arithmetic Learning Daniel Zhang-Li Nianyi Lin Jifan Yu Zheyuan Zhang Zijun Yao Xiaokang Zhang Lei Hou Jing Zhang Juanzi Li 27 3 0 09 Mar 2024
Structure Guided Prompt: Instructing Large Language Model in Multi-Step Reasoning by Exploring Graph Structure of the Text Kewei Cheng Nesreen K. Ahmed Theodore L. Willke Yizhou Sun LRM 40 5 0 20 Feb 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
MAPO: Advancing Multilingual Reasoning through Multilingual Alignment-as-Preference Optimization Shuaijie She Wei Zou Shujian Huang Wenhao Zhu Xiang Liu Xiang Geng Jiajun Chen LRM 64 31 0 12 Jan 2024
Conditions for Length Generalization in Learning Reasoning Skills Changnan Xiao Bing Liu LRM 32 7 0 22 Nov 2023
Igniting Language Intelligence: The Hitchhiker's Guide From Chain-of-Thought Reasoning to Language Agents Zhuosheng Zhang Yao Yao Aston Zhang Xiangru Tang Xinbei Ma ... Yiming Wang Mark B. Gerstein Rui Wang Gongshen Liu Hai Zhao LLMAG LM&Ro LRM 31 52 0 20 Nov 2023
Towards A Unified View of Answer Calibration for Multi-Step Reasoning Shumin Deng Ningyu Zhang Nay Oo Bryan Hooi LRM 30 1 0 15 Nov 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
Can Language Models Solve Graph Problems in Natural Language? Heng Wang Shangbin Feng Tianxing He Zhaoxuan Tan Xiaochuang Han Yulia Tsvetkov ReLM LRM 19 178 0 17 May 2023
Large Language Models are Zero-Shot Reasoners Takeshi Kojima S. Gu Machel Reid Yutaka Matsuo Yusuke Iwasawa ReLM LRM 291 4,048 0 24 May 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 315 8,402 0 28 Jan 2022