Title
A Survey on Large Language Model-Based Game Agents Sihao Hu Tiansheng Huang Gaowen Liu Ramana Rao Kompella Gaowen Liu Selim Furkan Tekin Yichang Xu Zachary Yahn Ling Liu LLMAG LM&Ro AI4CE LM&MA 64 49 0 02 Apr 2024
Stream of Search (SoS): Learning to Search in Language Kanishk Gandhi Denise Lee Gabriel Grand Muxin Liu Winson Cheng Archit Sharma Noah D. Goodman RALM AIFin LRM 28 44 0 01 Apr 2024
Survey on Large Language Model-Enhanced Reinforcement Learning: Concept, Taxonomy, and Methods Yuji Cao Huan Zhao Yuheng Cheng Ting Shu Guolong Liu Gaoqi Liang Junhua Zhao Yun Li LLMAG KELM OffRL LM&Ro 27 45 0 30 Mar 2024
DeFT: Decoding with Flash Tree-attention for Efficient Tree-structured LLM Inference Jinwei Yao Kaiqi Chen Kexun Zhang Jiaxuan You Binhang Yuan Zeke Wang Tao Lin 20 2 0 30 Mar 2024
Learning From Correctness Without Prompting Makes LLM Efficient Reasoner Yuxuan Yao Han Wu Zhijiang Guo Biyan Zhou Jiahui Gao Sichun Luo Hanxu Hou Xiaojin Fu Linqi Song LLMAG LRM 40 9 0 28 Mar 2024
DGoT: Dynamic Graph of Thoughts for Scientific Abstract Generation Xinyu Ning Yutong Zhao Yitong Liu Hongwen Yang VLM 22 1 0 26 Mar 2024
CoDA: Instructive Chain-of-Domain Adaptation with Severity-Aware Visual Prompt Tuning Ziyang Gong Fuhao Li Yupeng Deng Deblina Bhattacharjee Xianzheng Ma Xiangwei Zhu Zhenming Ji 61 9 0 26 Mar 2024
Aligning Large Language Models for Enhancing Psychiatric Interviews Through Symptom Delineation and Summarization: Pilot Study Jae-hee So Joonhwan Chang Eunji Kim Junho Na JiYeon Choi Jy-yong Sohn Byung-Hoon Kim Sang Hui Chu LM&MA AI4MH 14 0 0 26 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 22 18 0 19 Mar 2024
Reasoning Abilities of Large Language Models: In-Depth Analysis on the Abstraction and Reasoning Corpus Seungpil Lee Woochang Sim Donghyeon Shin Sanha Hwang Wongyu Seo Jiwon Park Seokki Lee Sejin Kim Sundong Kim LRM 34 19 0 18 Mar 2024
StateFlow: Enhancing LLM Task-Solving through State-Driven Workflows Yiran Wu Tianwei Yue Shaokun Zhang Chi Wang Qingyun Wu 40 21 0 17 Mar 2024
Logic Query of Thoughts: Guiding Large Language Models to Answer Complex Logic Queries with Knowledge Graphs Lihui Liu Zihao W. Wang Ruizhong Qiu Yikun Ban Eunice Chan Yangqiu Song Jingrui He Hanghang Tong LRM 27 8 0 17 Mar 2024
DevBench: A Comprehensive Benchmark for Software Development Bowen Li Wenhan Wu Ziwei Tang Lin Shi John Yang ... He Du Ping Yang Dahua Lin Chao Peng Kai Chen 85 10 0 13 Mar 2024
Thought Graph: Generating Thought Process for Biological Reasoning Chi-Yang Hsu K. Cox Jiawei Xu Zhen Tan Tianhua Zhai Mengzhou Hu Dexter Pratt Tianlong Chen Ziniu Hu Ying Ding AI4CE 18 2 0 11 Mar 2024
The pitfalls of next-token prediction Gregor Bachmann Vaishnavh Nagarajan 28 57 0 11 Mar 2024
Guiding Clinical Reasoning with Large Language Models via Knowledge Seeds Jiageng Wu Xian Wu Jie Yang LRM ELM 25 6 0 11 Mar 2024
RAT: Retrieval Augmented Thoughts Elicit Context-Aware Reasoning in Long-Horizon Generation Zihao Wang Anji Liu Haowei Lin Jiaqi Li Xiaojian Ma Yitao Liang ReLM RALM LRM 85 47 0 08 Mar 2024
Teaching Large Language Models to Reason with Reinforcement Learning Alex Havrilla Yuqing Du Sharath Chandra Raparthy Christoforos Nalmpantis Jane Dwivedi-Yu Maksym Zhuravinskyi Eric Hambro Sainbayar Sukhbaatar Roberta Raileanu ReLM LRM 29 67 0 07 Mar 2024
ALTO: An Efficient Network Orchestrator for Compound AI Systems Keshav Santhanam Deepti Raghavan Muhammad Shahir Rahman Thejas Venkatesh Neha Kunjal Pratiksha Thaker Philip Levis Matei A. Zaharia 21 1 0 07 Mar 2024
Causal Prompting: Debiasing Large Language Model Prompting based on Front-Door Adjustment Congzhi Zhang Linhai Zhang Jialong Wu Deyu Zhou Guoqiang Xu CML AI4CE LRM 44 15 0 05 Mar 2024
ChatGPT4PCG 2 Competition: Prompt Engineering for Science Birds Level Generation Pittawat Taveekitworachai Febri Abdullah Mury F. Dewantoro Yi Xia Pratch Suntichaikul R. Thawonmas Julian Togelius Jochen Renz 19 1 0 05 Mar 2024
Masked Thought: Simply Masking Partial Reasoning Steps Can Improve Mathematical Reasoning Learning of Language Models Changyu Chen Xiting Wang Ting-En Lin Ang Lv Yuchuan Wu Xin Gao Ji-Rong Wen Rui Yan Yongbin Li ReLM LRM 21 8 0 04 Mar 2024
Data Interpreter: An LLM Agent For Data Science Sirui Hong Yizhang Lin Bang Liu Bangbang Liu Binhao Wu ... Xinbing Liang Yaying Fei Yuheng Cheng Zongze Xu Chenglin Wu LLMAG AI4CE 47 58 0 28 Feb 2024
ICE-SEARCH: A Language Model-Driven Feature Selection Approach T. Yang Tim Tianyi Yang Fuyuan Lyu Shaoshan Liu Xue Xue Liu 32 4 0 28 Feb 2024
Securing Reliability: A Brief Overview on Enhancing In-Context Learning for Foundation Models Yunpeng Huang Yaonan Gu Jingwei Xu Zhihong Zhu Zhaorun Chen Xiaoxing Ma 33 3 0 27 Feb 2024
Chain-of-Thought Prompting of Large Language Models for Discovering and Fixing Software Vulnerabilities Yu Nong Mohammed Aldeen Long Cheng Hongxin Hu Feng Chen Haipeng Cai LRM 26 27 0 27 Feb 2024
Language Agents as Optimizable Graphs Mingchen Zhuge Wenyi Wang Louis Kirsch Francesco Faccio Dmitrii Khizbullin Jürgen Schmidhuber LLMAG 21 19 0 26 Feb 2024
From Large Language Models and Optimization to Decision Optimization CoPilot: A Research Manifesto S. Wasserkrug Léonard Boussioux D. Hertog F. Mirzazadeh Ilker Birbil Jannis Kurtz Donato Maragno LLMAG 22 3 0 26 Feb 2024
GenAINet: Enabling Wireless Collective Intelligence via Knowledge Transfer and Reasoning Han Zou Qiyang Zhao Lina Bariah Yu Tian M. Bennis S. Lasaulce 91 12 0 26 Feb 2024
UrbanGPT: Spatio-Temporal Large Language Models Zhonghang Li Lianghao Xia Jiabin Tang Yong-mei Xu Lei Shi Long Xia Dawei Yin Chao Huang AI4TS 31 34 0 25 Feb 2024
Stepwise Self-Consistent Mathematical Reasoning with Large Language Models Zilong Zhao Yao Rong Dongyang Guo Emek Gözlüklü Emir Gülboy Enkelejda Kasneci LRM 28 3 0 24 Feb 2024
Large Language Models for Data Annotation: A Survey Zhen Tan Dawei Li Song Wang Alimohammad Beigi Bohan Jiang Amrita Bhattacharjee Mansooreh Karami Jundong Li Lu Cheng Huan Liu SyDa 42 44 0 21 Feb 2024
$R^3$ : "This is My SQL, Are You With Me?" A Consensus-Based Multi-Agent System for Text-to-SQL Tasks Hanchen Xia Feng Jiang Naihao Deng Cunxiang Wang Guojiang Zhao Rada Mihalcea Yue Zhang LRM 40 4 0 20 Feb 2024
GTBench: Uncovering the Strategic Reasoning Limitations of LLMs via Game-Theoretic Evaluations Jinhao Duan Renming Zhang James Diffenderfer B. Kailkhura Lichao Sun Elias Stengel-Eskin Mohit Bansal Tianlong Chen Kaidi Xu ELM LRM 29 55 0 19 Feb 2024
Microstructures and Accuracy of Graph Recall by Large Language Models Yanbang Wang Hejie Cui Jon M. Kleinberg 31 2 0 19 Feb 2024
An Empirical Categorization of Prompting Techniques for Large Language Models: A Practitioner's Guide Oluwole Fagbohun Rachel M. Harrison Anton Dereventsov 41 6 0 18 Feb 2024
AutoPRM: Automating Procedural Supervision for Multi-Step Reasoning via Controllable Question Decomposition Zhaorun Chen Zhuokai Zhao Zhihong Zhu Ruiqi Zhang Xiang Li Bhiksha Raj Huaxiu Yao LRM 25 17 0 18 Feb 2024
Can Separators Improve Chain-of-Thought Prompting? Yoonjeong Park Hyunjin Kim Chanyeol Choi Junseong Kim Jy-yong Sohn LRM ReLM 13 1 0 16 Feb 2024
GLoRe: When, Where, and How to Improve LLM Reasoning via Global and Local Refinements Alex Havrilla Sharath Raparthy Christoforus Nalmpantis Jane Dwivedi-Yu Maksym Zhuravinskyi Eric Hambro Roberta Railneau ReLM LRM 25 49 0 13 Feb 2024
Artificial Intelligence for Literature Reviews: Opportunities and Challenges Francisco Bolanos Angelo Salatino Francesco Osborne Enrico Motta 13 43 0 13 Feb 2024
Beyond LLMs: Advancing the Landscape of Complex Reasoning Jennifer Chu-Carroll Andrew Beck Greg Burnham David O. Melville David Nachman A. E. Özcan David Ferrucci LLMAG LRM 11 0 0 12 Feb 2024
Towards an Understanding of Stepwise Inference in Transformers: A Synthetic Graph Navigation Model Mikail Khona Maya Okawa Jan Hula Rahul Ramesh Kento Nishi Robert P. Dick Ekdeep Singh Lubana Hidenori Tanaka 24 5 0 12 Feb 2024
OS-Copilot: Towards Generalist Computer Agents with Self-Improvement Zhiyong Wu Chengcheng Han Zichen Ding Zhenmin Weng Zhoumianze Liu Shunyu Yao Tao Yu Lingpeng Kong LLMAG LM&Ro 113 83 0 12 Feb 2024
Generating Chain-of-Thoughts with a Pairwise-Comparison Approach to Searching for the Most Promising Intermediate Thought Zhen-Yu Zhang Siwei Han Huaxiu Yao Gang Niu Masashi Sugiyama LLMAG LRM 11 1 0 10 Feb 2024
Feedback Loops With Language Models Drive In-Context Reward Hacking Alexander Pan Erik Jones Meena Jagadeesan Jacob Steinhardt KELM 42 25 0 09 Feb 2024
Hydragen: High-Throughput LLM Inference with Shared Prefixes Jordan Juravsky Bradley Brown Ryan Ehrlich Daniel Y. Fu Christopher Ré Azalia Mirhoseini 49 35 0 07 Feb 2024
Professional Agents -- Evolving Large Language Models into Autonomous Experts with Human-Level Competencies Zhixuan Chu Yan Wang Feng Zhu Lu Yu Longfei Li Jinjie Gu LLMAG 16 8 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 24 48 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 48 10 0 05 Feb 2024
Graph-enhanced Large Language Models in Asynchronous Plan Reasoning Fangru Lin Emanuele La Malfa Valentin Hofmann Elle Michelle Yang Anthony Cohn J. Pierrehumbert LRM 48 16 0 05 Feb 2024