Reasoning with Language Model is Planning with World Model

24 May 2023

Papers citing "Reasoning with Language Model is Planning with World Model"

50 / 403 papers shown

Title
Beyond Lines and Circles: Unveiling the Geometric Reasoning Gap in Large Language Models Spyridon Mouselinos Henryk Michalewski Mateusz Malinowski LRM 39 5 0 06 Feb 2024
Self-Discover: Large Language Models Self-Compose Reasoning Structures Pei Zhou Jay Pujara Xiang Ren Xinyun Chen Heng-Tze Cheng Quoc V. Le Ed H. Chi Denny Zhou Swaroop Mishra Huaixiu Steven Zheng LRM ReLM 27 47 0 06 Feb 2024
Uncertainty of Thoughts: Uncertainty-Aware Planning Enhances Information Seeking in Large Language Models Zhiyuan Hu Chumin Liu Xidong Feng Yilun Zhao See-Kiong Ng A. Luu Junxian He Pang Wei Koh Bryan Hooi LRM 58 11 0 05 Feb 2024
Understanding the planning of LLM agents: A survey Xu Huang Weiwen Liu Xiaolong Chen Xingmei Wang Hao Wang Defu Lian Yasheng Wang Ruiming Tang Enhong Chen LLMAG LM&Ro 35 138 0 05 Feb 2024
Foundation Model Sherpas: Guiding Foundation Models through Knowledge and Reasoning D. Bhattacharjya Junkyu Lee Don Joven Agravante Balaji Ganesan Radu Marinescu LLMAG 38 1 0 02 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 92 108 0 02 Feb 2024
Learning Planning-based Reasoning by Trajectories Collection and Process Reward Synthesizing Fangkai Jiao Chengwei Qin Zhengyuan Liu Nancy F. Chen Chenyu You LRM 21 28 0 01 Feb 2024
Efficient Tool Use with Chain-of-Abstraction Reasoning Silin Gao Jane Dwivedi-Yu Ping Yu X. Tan Ramakanth Pasunuru O. Yu. Golovneva Koustuv Sinha Asli Celikyilmaz Antoine Bosselut Tianlu Wang LRM 19 20 0 30 Jan 2024
CognitiveOS: Large Multimodal Model based System to Endow Any Type of Robot with Generative AI Artem Lykov Mikhail Konenkov Koffivi Fidele Gbagbe Mikhail Litvinov D. Davletshin A. Fedoseev Miguel Altamirano Cabrera Robinroy Peter Dzmitry Tsetserukou LM&Ro 31 5 0 29 Jan 2024
RE-GAINS & EnChAnT: Intelligent Tool Manipulation Systems For Enhanced Query Responses Sahil Girhepuje Siva Sankar Sajeev Purvam Jain Arya Sikder Adithya Rama Varma Ryan George Akshay Govind Srinivasan Mahendra Kurup Ashmit Sinha Sudip Mondal RALM 37 0 0 28 Jan 2024
Towards Goal-oriented Prompt Engineering for Large Language Models: A Survey Haochen Li Jonathan Leung Zhiqi Shen LM&MA LLMAG LRM 23 0 0 25 Jan 2024
Meta-Prompting: Enhancing Language Models with Task-Agnostic Scaffolding Mirac Suzgun Adam Tauman Kalai KELM LRM LLMAG ReLM 51 65 0 23 Jan 2024
CivRealm: A Learning and Reasoning Odyssey in Civilization for Decision-Making Agents Siyuan Qi Shuo Chen Yexin Li Xiangyu Kong Junqi Wang ... Zhaowei Zhang Nian Liu Wei Wang Yaodong Yang Song-Chun Zhu AI4CE LRM 27 18 0 19 Jan 2024
CognitiveDog: Large Multimodal Model Based System to Translate Vision and Language into Action of Quadruped Robot Artem Lykov Mikhail Litvinov Mikhail Konenkov Rinat Prochii Nikita Burtsev Ali Alridha Abdulkarim Artem Bazhenov Vladimir Berman Dzmitry Tsetserukou VLM LM&Ro 10 18 0 17 Jan 2024
Code Simulation Challenges for Large Language Models Emanuele La Malfa Christoph Weinhuber Orazio Torre Fangru Lin Samuele Marro Anthony Cohn Nigel Shadbolt Michael Wooldridge LLMAG LRM 22 8 0 17 Jan 2024
A Study on Training and Developing Large Language Models for Behavior Tree Generation Fu Li Xueying Wang Bin Li Yunlong Wu Yanzhen Wang Xiaodong Yi 14 4 0 16 Jan 2024
Self-Imagine: Effective Unimodal Reasoning with Multimodal Models using Self-Imagination Syeda Nahida Akter Aman Madaan Sangwu Lee Yiming Yang Eric Nyberg ReLM VLM LRM 41 2 0 16 Jan 2024
EHRAgent: Code Empowers Large Language Models for Few-shot Complex Tabular Reasoning on Electronic Health Records Wenqi Shi Ran Xu Yuchen Zhuang Yue Yu Jieyu Zhang Hang Wu Yuanda Zhu Joyce C. Ho Carl Yang M. D. Wang 29 27 0 13 Jan 2024
Open Models, Closed Minds? On Agents Capabilities in Mimicking Human Personalities through Open Large Language Models Lucio La Cava Andrea Tagarelli LLMAG AI4CE 63 13 0 13 Jan 2024
Large Language Models Can Learn Temporal Reasoning Siheng Xiong Ali Payani Ramana Rao Kompella Faramarz Fekri LRM 29 75 0 12 Jan 2024
Graph-of-Thought: Utilizing Large Language Models to Solve Complex and Dynamic Business Problems Ye Li AI4CE 21 0 0 10 Jan 2024
Chain-of-Table: Evolving Tables in the Reasoning Chain for Table Understanding Zilong Wang Hao Zhang Chun-Liang Li Julian Martin Eisenschlos Vincent Perot ... Lesly Miculicich Yasuhisa Fujii Jingbo Shang Chen-Yu Lee Tomas Pfister ReLM LMTD LRM 46 92 0 09 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 31 40 0 04 Jan 2024
State Machine of Thoughts: Leveraging Past Reasoning Trajectories for Enhancing Problem Solving Jia Liu Jie Shuai Xiyao Li LRM 40 1 0 29 Dec 2023
A Simple LLM Framework for Long-Range Video Question-Answering Ce Zhang Taixi Lu Md. Mohaiminul Islam Ziyang Wang Shoubin Yu Mohit Bansal Gedas Bertasius 108 82 0 28 Dec 2023
GitAgent: Facilitating Autonomous Agent with GitHub by Tool Extension Bohan Lyu Xin Cong Heyang Yu Pan Yang Yujia Qin ... Zhong Zhang Yukun Yan Yankai Lin Zhiyuan Liu Maosong Sun LLMAG 35 5 0 28 Dec 2023
Pangu-Agent: A Fine-Tunable Generalist Agent with Structured Reasoning Filippos Christianos Georgios Papoudakis Matthieu Zimmer Thomas Coste Zhihao Wu ... Yicheng Luo Jianye Hao Kun Shao Haitham Bou-Ammar Jun Wang 30 19 0 22 Dec 2023
SimLM: Can Language Models Infer Parameters of Physical Systems? Sean Memery Mirella Lapata Kartic Subr LRM AI4CE 22 2 0 21 Dec 2023
AgentCoder: Multi-Agent-based Code Generation with Iterative Testing and Optimisation Dong Huang Jie M.Zhang Michael Luck Qi Bu Yuhao Qing Heming Cui LLMAG 25 0 0 20 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 30 76 0 17 Dec 2023
Mixed Distillation Helps Smaller Language Model Better Reasoning Chenglin Li Qianglong Chen Liangyue Li Wang Caiyu Yicheng Li Zhang Yin Yin Zhang LRM 41 12 0 17 Dec 2023
Modeling Complex Mathematical Reasoning via Large Language Model based MathAgent Haoran Liao Qinyi Du Shaohua Hu Hao He Yanyan Xu Jidong Tian Yaohui Jin LRM AI4CE 32 1 0 14 Dec 2023
Toward General-Purpose Robots via Foundation Models: A Survey and Meta-Analysis Yafei Hu Quanting Xie Vidhi Jain Jonathan M Francis Jay Patrikar ... Xiaolong Wang Sebastian A. Scherer Z. Kira Fei Xia Yonatan Bisk LM&Ro AI4CE 37 63 0 14 Dec 2023
Language Models, Agent Models, and World Models: The LAW for Machine Reasoning and Planning Zhiting Hu Tianmin Shu LLMAG LM&Ro LRM 104 34 0 08 Dec 2023
PathFinder: Guided Search over Multi-Step Reasoning Paths O. Yu. Golovneva Sean O'Brien Ramakanth Pasunuru Tianlu Wang Luke Zettlemoyer Maryam Fazel-Zarandi Asli Celikyilmaz LRM 27 7 0 08 Dec 2023
Controlling Large Language Model-based Agents for Large-Scale Decision-Making: An Actor-Critic Approach Bin Zhang Hangyu Mao Jingqing Ruan Ying Wen Yang Li ... Dapeng Li Ziyue Li Rui Zhao Lijuan Li Guoliang Fan LM&Ro LLMAG 19 34 0 23 Nov 2023
AlignedCoT: Prompting Large Language Models via Native-Speaking Demonstrations Zhicheng YANG Yinya Huang Jing Xiong Liang Feng Xiaodan Liang Yiwei Wang Jing Tang LRM 31 1 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 42 53 0 20 Nov 2023
OVM, Outcome-supervised Value Models for Planning in Mathematical Reasoning Fei Yu Anningzhe Gao Benyou Wang OffRL LRM 17 42 0 16 Nov 2023
Towards A Unified View of Answer Calibration for Multi-Step Reasoning Shumin Deng Ningyu Zhang Nay Oo Bryan Hooi LRM 48 2 0 15 Nov 2023
MAgIC: Investigation of Large Language Model Powered Multi-Agent in Cognition, Adaptability, Rationality and Collaboration Lin Xu Zhiyuan Hu Daquan Zhou Hongyu Ren Zhen Dong Kurt Keutzer See Kiong Ng Jiashi Feng LRM LLMAG ELM 20 22 0 14 Nov 2023
Can Knowledge Graphs Reduce Hallucinations in LLMs? : A Survey Garima Agrawal Tharindu Kumarage Zeyad Alghami Huanmin Liu 37 81 0 14 Nov 2023
Everything of Thoughts: Defying the Law of Penrose Triangle for Thought Generation Ruomeng Ding Chaoyun Zhang Lu Wang Yong Xu Ming-Jie Ma Wei Zhang Si Qin Saravan Rajmohan Qingwei Lin Dongmei Zhang LRM 35 61 0 07 Nov 2023
ProAgent: From Robotic Process Automation to Agentic Process Automation Yining Ye Xin Cong Shizuo Tian Jian Cao Hao Wang ... Heyang Yu Huadong Wang Yankai Lin Zhiyuan Liu Maosong Sun AI4CE 26 19 0 02 Nov 2023
Plug-and-Play Policy Planner for Large Language Model Powered Dialogue Agents Yang Deng Wenxuan Zhang Wai Lam See-Kiong Ng Tat-Seng Chua LM&Ro LLMAG 20 34 0 01 Nov 2023
AMERICANO: Argument Generation with Discourse-driven Decomposition and Agent Interaction Zhe Hu Hou Pong Chan Yu Yin LRM 15 7 0 31 Oct 2023
Ask more, know better: Reinforce-Learned Prompt Questions for Decision Making with Large Language Models Xue Yan Yan Song Xinyu Cui Filippos Christianos Haifeng Zhang D. Mguni Jun Wang LRM 122 6 0 27 Oct 2023
PromptAgent: Strategic Planning with Language Models Enables Expert-level Prompt Optimization Xinyuan Wang Chenxi Li Zhen Wang Fan Bai Haotian Luo Jiayou Zhang Nebojsa Jojic Eric P. Xing Zhiting Hu 28 102 0 25 Oct 2023
EpiK-Eval: Evaluation for Language Models as Epistemic Models Gabriele Prato Jerry Huang Prasannna Parthasarathi Shagun Sodhani Sarath Chandar ELM 32 4 0 23 Oct 2023
POSQA: Probe the World Models of LLMs with Size Comparisons Chang Shu Jiuzhou Han Fangyu Liu Ehsan Shareghi Nigel Collier 31 2 0 20 Oct 2023