Title
Limited Out-of-Context Knowledge Reasoning in Large Language Models Peng Hu Changjiang Gao Ruiqi Gao Jiajun Chen Shujian Huang LRM 27 3 0 11 Jun 2024
Scaling Large Language Model-based Multi-Agent Collaboration Chen Qian Zihao Xie YiFei Wang Wei Liu Yufan Dang ... Zhuoyun Du Weize Chen Cheng Yang Zhiyuan Liu Maosong Sun AI4CE LLMAG LM&Ro 54 42 0 11 Jun 2024
Flow of Reasoning:Training LLMs for Divergent Problem Solving with Minimal Examples Fangxu Yu Lai Jiang Haoqiang Kang Shibo Hao Lianhui Qin LRM AI4CE 86 10 0 09 Jun 2024
Buffer of Thoughts: Thought-Augmented Reasoning with Large Language Models Ling Yang Zhaochen Yu Tianjun Zhang Shiyi Cao Minkai Xu Wentao Zhang Joseph E. Gonzalez Bin Cui LLMAG LM&Ro LRM KELM 26 34 0 06 Jun 2024
A Survey of Language-Based Communication in Robotics William Hunt Sarvapali D. Ramchurn Mohammad D. Soorati LM&Ro 47 11 0 06 Jun 2024
Dynamic and Adaptive Feature Generation with LLM Xinhao Zhang Jinghan Zhang Banafsheh Rekabdar Yuanchun Zhou Pengfei Wang Kunpeng Liu 38 19 0 04 Jun 2024
EffiQA: Efficient Question-Answering with Strategic Multi-Model Collaboration on Knowledge Graphs Zixuan Dong Baoyun Peng Yufei Wang Jia Fu Xiaodong Wang Yongxue Shan Xin Zhou 42 1 0 03 Jun 2024
Towards Learning Foundation Models for Heuristic Functions to Solve Pathfinding Problems Vedant Khandelwal Amit Sheth Forest Agostinelli 26 2 0 01 Jun 2024
Towards Hierarchical Multi-Agent Workflows for Zero-Shot Prompt Optimization Yuchi Liu Jaskirat Singh Gaowen Liu Ali Payani Liang Zheng LLMAG 71 4 0 30 May 2024
Understanding Transformer Reasoning Capabilities via Graph Algorithms Clayton Sanford Bahare Fatemi Ethan Hall Anton Tsitsulin Seyed Mehran Kazemi Jonathan J. Halcrow Bryan Perozzi Vahab Mirrokni 19 28 0 28 May 2024
A Human-Like Reasoning Framework for Multi-Phases Planning Task with Large Language Models Chengxing Xie Difan Zou LRM LLMAG 27 4 0 28 May 2024
VoCoT: Unleashing Visually Grounded Multi-Step Reasoning in Large Multi-Modal Models Zejun Li Ruipu Luo Jiwen Zhang Minghui Qiu Zhongyu Wei Zhongyu Wei LRM MLLM 52 6 0 27 May 2024
Intelligent Go-Explore: Standing on the Shoulders of Giant Foundation Models Cong Lu Shengran Hu Jeff Clune LLMAG 34 9 0 24 May 2024
Perception of Knowledge Boundary for Large Language Models through Semi-open-ended Question Answering Zhihua Wen Zhiliang Tian Z. Jian Zhen Huang Pei Ke Yifu Gao Minlie Huang Dongsheng Li 31 7 0 23 May 2024
Can LLMs Solve longer Math Word Problems Better? Xin Xu Tong Xiao Zitong Chao Zhenya Huang Can Yang Yang Wang 67 10 0 23 May 2024
On the Brittle Foundations of ReAct Prompting for Agentic Large Language Models Mudit Verma Siddhant Bhambri Subbarao Kambhampati ReLM LRM 43 7 0 22 May 2024
Investigating Symbolic Capabilities of Large Language Models Neisarg Dave Daniel Kifer C. Lee Giles A. Mali ELM LRM 28 2 0 21 May 2024
KG-RAG: Bridging the Gap Between Knowledge and Creativity Diego Sanmartin RALM 37 35 0 20 May 2024
Can formal argumentative reasoning enhance LLMs performances? Federico Castagna I. Sassoon Simon Parsons LRM LLMAG 20 2 0 16 May 2024
Evaluation of Retrieval-Augmented Generation: A Survey Hao Yu Aoran Gan Kai Zhang Shiwei Tong Qi Liu Zhaofeng Liu 3DV 57 78 0 13 May 2024
LLM-Generated Black-box Explanations Can Be Adversarially Helpful R. Ajwani Shashidhar Reddy Javaji Frank Rudzicz Zining Zhu AAML 32 6 0 10 May 2024
Smurfs: Leveraging Multiple Proficiency Agents with Context-Efficiency for Tool Planning Junzhi Chen Juhao Liang Benyou Wang LLMAG 26 2 0 09 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 14 8 0 07 May 2024
Fleet of Agents: Coordinated Problem Solving with Large Language Models Akhil Arora L. Klein Nearchos Potamitis Roland Aydin Çağlar Gülçehre Robert West LLMAG 26 0 0 07 May 2024
Argumentative Large Language Models for Explainable and Contestable Claim Verification Gabriel Freedman Adam Dejl Deniz Gorur Xiang Yin Antonio Rago Francesca Toni 23 7 0 03 May 2024
How Can I Get It Right? Using GPT to Rephrase Incorrect Trainee Responses Jionghao Lin Zifei Han Danielle R. Thomas Ashish Gurung Shivang Gupta Vincent Aleven Kenneth R. Koedinger 17 12 0 02 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 39 15 0 24 Apr 2024
A Survey of Large Language Models on Generative Graph Analytics: Query, Learning, and Applications Wenbo Shang Xin Huang 24 9 0 23 Apr 2024
From Matching to Generation: A Survey on Generative Information Retrieval Xiaoxi Li Jiajie Jin Yujia Zhou Yuyao Zhang Peitian Zhang Yutao Zhu Zhicheng Dou 3DV 64 36 0 23 Apr 2024
A Survey on Self-Evolution of Large Language Models Zhengwei Tao Ting-En Lin Xiancai Chen Hangyu Li Yuchuan Wu Yongbin Li Zhi Jin Fei Huang Dacheng Tao Jingren Zhou LRM LM&Ro 46 21 0 22 Apr 2024
A Survey on Efficient Inference for Large Language Models Zixuan Zhou Xuefei Ning Ke Hong Tianyu Fu Jiaming Xu ... Shengen Yan Guohao Dai Xiao-Ping Zhang Yuhan Dong Yu-Xiang Wang 46 78 0 22 Apr 2024
Information Re-Organization Improves Reasoning in Large Language Models Xiaoxia Cheng Zeqi Tan Wei Xue Weiming Lu LRM 19 2 0 22 Apr 2024
Beyond Accuracy: Investigating Error Types in GPT-4 Responses to USMLE Questions Soumyadeep Roy A. Khatua Fatemeh Ghoochani Uwe Hadler Wolfgang Nejdl Niloy Ganguly ELM LM&MA 25 8 0 20 Apr 2024
Toward Self-Improvement of LLMs via Imagination, Searching, and Criticizing Ye Tian Baolin Peng Linfeng Song Lifeng Jin Dian Yu Haitao Mi Dong Yu LRM ReLM 33 62 0 18 Apr 2024
AgentKit: Flow Engineering with Graphs, not Coding Yue Wu Yewen Fan So Yeon Min Shrimai Prabhumoye Stephen Marcus McAleer Yonatan Bisk Ruslan Salakhutdinov Yuanzhi Li Tom Michael Mitchell AI4CE 27 0 0 17 Apr 2024
TextCoT: Zoom In for Enhanced Multimodal Text-Rich Image Understanding Bozhi Luan Hao Feng Hong Chen Yonghui Wang Wen-gang Zhou Houqiang Li MLLM 24 10 0 15 Apr 2024
Distilling Reasoning Ability from Large Language Models with Adaptive Thinking Xiao Chen Sihang Zhou K. Liang Xinwang Liu ReLM LRM 27 2 0 14 Apr 2024
Auctions with LLM Summaries Kumar Avinava Dubey Zhe Feng Rahul Kidambi Aranyak Mehta Di Wang 16 8 0 11 Apr 2024
MM-PhyQA: Multimodal Physics Question-Answering With Multi-Image CoT Prompting Avinash Anand Janak Kapuriya Apoorv Singh Jay Saraf Naman Lal Astha Verma Rushali Gupta R. Shah LRM 30 12 0 11 Apr 2024
WESE: Weak Exploration to Strong Exploitation for LLM Agents Xu Huang Weiwen Liu Xiaolong Chen Xingmei Wang Defu Lian Yasheng Wang Ruiming Tang Enhong Chen LLMAG 28 1 0 11 Apr 2024
Behavior Trees Enable Structured Programming of Language Model Agents Richard Kelley AI4CE LM&Ro LLMAG 19 0 0 11 Apr 2024
Learn from Failure: Fine-Tuning LLMs with Trial-and-Error Data for Intuitionistic Propositional Logic Proving Chenyang An Zhibo Chen Qihao Ye Emily First Letian Peng Jiayun Zhang Zihan Wang Sorin Lerner Jingbo Shang LRM 34 6 0 10 Apr 2024
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 19 1 0 10 Apr 2024
Superposition Prompting: Improving and Accelerating Retrieval-Augmented Generation Thomas Merth Qichen Fu Mohammad Rastegari Mahyar Najibi LRM RALM 29 8 0 10 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
Exploring Autonomous Agents through the Lens of Large Language Models: A Review Saikat Barua LM&MA LLMAG 25 14 0 05 Apr 2024
Capabilities of Large Language Models in Control Engineering: A Benchmark Study on GPT-4, Claude 3 Opus, and Gemini 1.0 Ultra Darioush Kevian U. Syed Xing-ming Guo Aaron J. Havens Geir Dullerud Peter M. Seiler Lianhui Qin Bin Hu ELM 31 29 0 04 Apr 2024
Conversational Disease Diagnosis via External Planner-Controlled Large Language Models Zhoujian Sun Cheng Luo Ziyi Liu Zheng-Wei Huang LM&MA 30 3 0 04 Apr 2024
ChatGLM-Math: Improving Math Problem-Solving in Large Language Models with a Self-Critique Pipeline Yifan Xu Xiao Liu Xinghan Liu Zhenyu Hou Yueyan Li ... Aohan Zeng Zhengxiao Du Wenyi Zhao Jie Tang Yuxiao Dong LRM 36 33 0 03 Apr 2024
Empowering Biomedical Discovery with AI Agents Shanghua Gao Ada Fang Yepeng Huang Valentina Giunchiglia Ayush Noori Jonathan Richard Schwarz Yasha Ektefaie Jovana Kondic Marinka Zitnik LLMAG AI4CE 36 62 0 03 Apr 2024