Title
Knowledge Augmented Complex Problem Solving with Large Language Models: A Survey Da Zheng Lun Du Junwei Su Yuchen Tian Yuqi Zhu Jintian Zhang Lanning Wei Ningyu Zhang H. Chen LRM 41 0 0 06 May 2025
AI Awareness X. Li Haoyuan Shi Rongwu Xu Wei Xu 54 0 0 25 Apr 2025
FactGuard: Leveraging Multi-Agent Systems to Generate Answerable and Unanswerable Questions for Enhanced Long-Context LLM Extraction Qian Zhang Fang Li Jie Wang Lingfeng Qiao Yifei Yu Di Yin X. Sun RALM 53 0 0 08 Apr 2025
Stochastic Optimization with Optimal Importance Sampling Liviu Aolaritei Bart P. G. Van Parys H. Lam Michael I. Jordan 33 0 0 04 Apr 2025
GateLens: A Reasoning-Enhanced LLM Agent for Automotive Software Release Analytics Arsham Gholamzadeh Khoee Shuai Wang Yinan Yu R. Feldt Dhasarathy Parthasarathy 46 1 0 27 Mar 2025
Generator-Assistant Stepwise Rollback Framework for Large Language Model Agent Xingzuo Li Kehai Chen Yunfei Long X. Bai Yong-mei Xu Min Zhang LRM LLMAG 75 1 0 04 Mar 2025
How Deep is Love in LLMs' Hearts? Exploring Semantic Size in Human-like Cognition Yao Yao Yifei Yang Xinbei Ma Dongjie Yang Zhuosheng Zhang Zuchao Li Hai Zhao 31 0 0 01 Mar 2025
Textual-to-Visual Iterative Self-Verification for Slide Generation Yunqing Xu Xinbei Ma Jiyang Qiu Hai Zhao 55 0 0 24 Feb 2025
Benchmarking Multimodal Retrieval Augmented Generation with Dynamic VQA Dataset and Self-adaptive Planning Agent Yangning Li Yinghui Li Xinyu Wang Yong-feng Jiang Zhen Zhang ... Hui Wang Hai-Tao Zheng Pengjun Xie Philip S. Yu Fei Huang 46 15 0 05 Nov 2024
Copiloting Diagnosis of Autism in Real Clinical Scenarios via LLMs Yi Jiang Qingyang Shen Shuzhong Lai Shunyu Qi Qian Zheng Lin Yao Yueming Wang Gang Pan 18 1 0 08 Oct 2024
GoNoGo: An Efficient LLM-based Multi-Agent System for Streamlining Automotive Software Release Decision-Making Arsham Gholamzadeh Khoee Yinan Yu R. Feldt Andris Freimanis Patrick Andersson Dhasarathy Parthasarathy 23 2 0 19 Aug 2024
Hypothetical Minds: Scaffolding Theory of Mind for Multi-Agent Tasks with Large Language Models Logan Cross Violet Xiang Agam Bhatia Daniel L. K. Yamins Nick Haber LM&Ro LRM LLMAG 33 4 0 09 Jul 2024
Step-Back Profiling: Distilling User History for Personalized Scientific Writing Xiangru Tang Xingyao Zhang Yanjun Shao Jie Wu Yilun Zhao Arman Cohan Ming Gong Dongmei Zhang Mark B. Gerstein 27 1 0 20 Jun 2024
MASAI: Modular Architecture for Software-engineering AI Agents Daman Arora Atharv Sonwane Nalin Wadhwa Abhav Mehrotra Saiteja Utpala Ramakrishna Bairi Aditya Kanade Nagarajan Natarajan LLMAG 28 14 0 17 Jun 2024
GKT: A Novel Guidance-Based Knowledge Transfer Framework For Efficient Cloud-edge Collaboration LLM Deployment Yao Yao Z. Li Hai Zhao 19 5 0 30 May 2024
AndroidWorld: A Dynamic Benchmarking Environment for Autonomous Agents Christopher Rawles Sarah Clinckemaillie Yifan Chang Jonathan Waltz Gabrielle Lau ... Daniel Toyama Robert Berry Divya Tyamagundlu Timothy Lillicrap Oriana Riva LLMAG 51 44 0 23 May 2024
Agent Design Pattern Catalogue: A Collection of Architectural Patterns for Foundation Model based Agents Yue Liu Sin Kit Lo Qinghua Lu Liming Zhu Dehai Zhao Xiwei Xu Stefan Harrer Jon Whittle LLMAG AI4CE 17 10 0 16 May 2024
Artificial General Intelligence (AGI)-Native Wireless Systems: A Journey Beyond 6G Walid Saad Omar Hashash Christo Kurisummoottil Thomas Christina Chaccour Merouane Debbah N. Mandayam Zhu Han AI4CE 24 22 0 29 Apr 2024
Navigating the Landscape of Large Language Models: A Comprehensive Review and Analysis of Paradigms and Fine-Tuning Strategies Benjue Weng LM&MA 22 7 0 13 Apr 2024
Navigating the Landscape of Hint Generation Research: From the Past to the Future Anubhav Jangra Jamshid Mozafari Adam Jatowt Smaranda Muresan 17 2 0 06 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 20 62 0 03 Apr 2024
Levels of AI Agents: from Rules to Large Language Models Yu Huang AI4CE ELM LM&Ro 22 2 0 06 Mar 2024
KnowAgent: Knowledge-Augmented Planning for LLM-Based Agents Yuqi Zhu Shuofei Qiao Yixin Ou Shumin Deng N. Zhang Shiwei Lyu Yue Shen Lei Liang Jinjie Gu H. Chen LLMAG LM&Ro 52 25 0 05 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 41 58 0 28 Feb 2024
Measuring Bargaining Abilities of LLMs: A Benchmark and A Buyer-Enhancement Method Tian Xia Zhiwei He Tong Ren Yibo Miao Zhuosheng Zhang Yang Yang Rui Wang 27 12 0 24 Feb 2024
TDAG: A Multi-Agent Framework based on Dynamic Task Decomposition and Agent Generation Yaoxiang Wang Zhiyong Wu Junfeng Yao Jinsong Su LLMAG 66 8 0 15 Feb 2024
In-Context Principle Learning from Mistakes Tianjun Zhang Aman Madaan Luyu Gao Steven Zheng Swaroop Mishra Yiming Yang Niket Tandon Uri Alon KELM ReLM 17 23 0 08 Feb 2024
Prioritizing Safeguarding Over Autonomy: Risks of LLM Agents for Science Xiangru Tang Qiao Jin Kunlun Zhu Tongxin Yuan Yichi Zhang ... Jian Tang Zhuosheng Zhang Arman Cohan Zhiyong Lu Mark B. Gerstein LLMAG ELM 15 39 0 06 Feb 2024
LLM Multi-Agent Systems: Challenges and Open Problems Shanshan Han Qifan Zhang Yuhang Yao Weizhao Jin Zhaozhuo Xu LLMAG 35 10 0 05 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 42 25 0 25 Jan 2024
AgentBoard: An Analytical Evaluation Board of Multi-turn LLM Agents Chang Ma Junlei Zhang Zhihao Zhu Cheng Yang Yujiu Yang Yaohui Jin Zhenzhong Lan Lingpeng Kong Junxian He ELM LLMAG 12 54 0 24 Jan 2024
R-Judge: Benchmarking Safety Risk Awareness for LLM Agents Tongxin Yuan Zhiwei He Lingzhong Dong Yiming Wang Ruijie Zhao ... Binglin Zhou Fangqi Li Zhuosheng Zhang Rui Wang Gongshen Liu ELM 21 58 0 18 Jan 2024
AutoAct: Automatic Agent Learning from Scratch for QA via Self-Planning Shuofei Qiao Ningyu Zhang Runnan Fang Yujie Luo Wangchunshu Zhou Yuchen Eleanor Jiang Chengfei Lv Huajun Chen LLMAG 14 32 0 10 Jan 2024
MobileAgent: enhancing mobile control via human-machine interaction and SOP integration Tinghe Ding LLMAG LM&Ro 26 6 0 04 Jan 2024
A Comprehensive Study of Knowledge Editing for Large Language Models Ningyu Zhang Yunzhi Yao Bo Tian Peng Wang Shumin Deng ... Lei Liang Zhiqiang Zhang Xiao-Jun Zhu Jun Zhou Huajun Chen KELM 21 76 0 02 Jan 2024
TimeBench: A Comprehensive Evaluation of Temporal Reasoning Abilities in Large Language Models Zheng Chu Jingchang Chen Qianglong Chen Weijiang Yu Haotian Wang Ming Liu Bing Qin LRM ELM 17 8 0 29 Nov 2023
ControlLLM: Augment Language Models with Tools by Searching on Graphs Zhaoyang Liu Zeqiang Lai Zhangwei Gao Erfei Cui Ziheng Li ... Lewei Lu Qifeng Chen Yu Qiao Jifeng Dai Wenhai Wang MLLM 123 20 0 26 Oct 2023
GPT-4 Doesn't Know It's Wrong: An Analysis of Iterative Prompting for Reasoning Problems Kaya Stechly Matthew Marquez Subbarao Kambhampati LRM 155 84 0 19 Oct 2023
FireAct: Toward Language Agent Fine-tuning Baian Chen Chang Shu Ehsan Shareghi Nigel Collier Karthik Narasimhan Shunyu Yao ALM LLMAG 96 96 0 09 Oct 2023
Walking Down the Memory Maze: Beyond Context Limit through Interactive Reading Howard Chen Ramakanth Pasunuru Jason Weston Asli Celikyilmaz RALM 66 72 0 08 Oct 2023
Towards Better Chain-of-Thought Prompting Strategies: A Survey Zihan Yu Liang He Zhen Wu Xinyu Dai Jiajun Chen LRM 112 40 0 08 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 10 148 0 27 Sep 2023
Meta-Reasoning: Semantics-Symbol Deconstruction for Large Language Models Yiming Wang Zhuosheng Zhang Pei Zhang Baosong Yang Rui Wang ReLM LRM 13 6 0 30 Jun 2023
Visual Chain of Thought: Bridging Logical Gaps with Multimodal Infillings Daniel Philip Rose Vaishnavi Himakunthala Andy Ouyang Ryan He Alex Mei Yujie Lu Michael Stephen Saxon Chinmay Sonar Diba Mirza William Yang Wang LRM 59 34 0 03 May 2023
Emergent autonomous scientific research capabilities of large language models Daniil A. Boiko R. MacKnight Gabe Gomes ELM LM&Ro AI4CE LLMAG 101 115 0 11 Apr 2023
Generative Agents: Interactive Simulacra of Human Behavior J. Park Joseph C. O'Brien Carrie J. Cai Meredith Ringel Morris Percy Liang Michael S. Bernstein LM&Ro AI4CE 206 1,701 0 07 Apr 2023
Evolutionary Reinforcement Learning: A Survey Hui Bai Ran Cheng Yaochu Jin OffRL 38 52 0 07 Mar 2023
BLIP-2: Bootstrapping Language-Image Pre-training with Frozen Image Encoders and Large Language Models Junnan Li Dongxu Li Silvio Savarese Steven C. H. Hoi VLM MLLM 244 4,186 0 30 Jan 2023
Language Models are Multilingual Chain-of-Thought Reasoners Freda Shi Mirac Suzgun Markus Freitag Xuezhi Wang Suraj Srivats ... Yi Tay Sebastian Ruder Denny Zhou Dipanjan Das Jason W. Wei ReLM LRM 162 320 0 06 Oct 2022
ReAct: Synergizing Reasoning and Acting in Language Models Shunyu Yao Jeffrey Zhao Dian Yu Nan Du Izhak Shafran Karthik Narasimhan Yuan Cao LLMAG ReLM LRM 208 2,413 0 06 Oct 2022