OpenAGI: When LLM Meets Domain Experts

10 April 2023

Juntao Tan

Papers citing "OpenAGI: When LLM Meets Domain Experts"

50 / 143 papers shown

Title
From Knowledge to Reasoning: Evaluating LLMs for Ionic Liquids Research in Chemical and Biological Engineering Gaurab Sarkar Sougata Saha 16 0 0 11 May 2025
Embodied Intelligence: The Key to Unblocking Generalized Artificial Intelligence Jinhao Jiang Changlin Chen Shile Feng Wanru Geng Zesheng Zhou Ni Wang Shuai Li Feng-Qi Cui Erbao Dong AI4CE 16 0 0 11 May 2025
Optimization Problem Solving Can Transition to Evolutionary Agentic Workflows Wenhao Li Bo Jin Mingyi Hong Changhong Lu Xiangfeng Wang 40 0 0 07 May 2025
Cannot See the Forest for the Trees: Invoking Heuristics and Biases to Elicit Irrational Choices of LLMs Haoming Yang Ke Ma X. Jia Yingfei Sun Qianqian Xu Q. Huang AAML 55 0 0 03 May 2025
CipherBank: Exploring the Boundary of LLM Reasoning Capabilities through Cryptography Challenges Y. Li Qizhi Pei Mengyuan Sun Honglin Lin Chenlin Ming Xin Gao Jiang Wu C. He Lijun Wu ELM LRM 40 0 0 27 Apr 2025
Generative Semantic Communications: Principles and Practices Xiaojun Yuan Haoming Ma Yinuo Huang Zhoufan Hua Yong Zuo Z. Ding AI4CE 20 0 0 21 Apr 2025
Planet as a Brain: Towards Internet of AgentSites based on AIOS Server Xiang Zhang Yongfeng Zhang 39 0 0 19 Apr 2025
Firm or Fickle? Evaluating Large Language Models Consistency in Sequential Interactions Yubo Li Yidi Miao Xueying Ding Ramayya Krishnan R. Padman 37 0 0 28 Mar 2025
Browsing Lost Unformed Recollections: A Benchmark for Tip-of-the-Tongue Search and Reasoning Sky CH-Wang Darshan Deshpande Smaranda Muresan Anand Kannappan Rebecca Qian 51 0 0 24 Mar 2025
A Survey of Large Language Model Agents for Question Answering Murong Yue LLMAG LM&MA ELM 57 0 0 24 Mar 2025
Cerebrum (AIOS SDK): A Platform for Agent Development, Deployment, Distribution, and Discovery Balaji Rama Kai Mei Yongfeng Zhang LLMAG 45 0 0 14 Mar 2025
Path Pooling: Train-Free Structure Enhancement for Efficient Knowledge Graph Retrieval-Augmented Generation H. Wang Yuan Feng Xike Xie S.Kevin Zhou 40 0 0 07 Mar 2025
Data-Efficient Multi-Agent Spatial Planning with LLMs Huangyuan Su Aaron Walsman Daniel Garces Sham Kakade Stephanie Gil LLMAG Presented at ResearchTrend Connect \| LLMAG on 28 Mar 2025 134 0 0 26 Feb 2025
Pastiche Novel Generation Creating: Fan Fiction You Love in Your Favorite Author's Style Xueran Han Yuhan Liu Mingzhe Li W. Liu Sen Hu Rui Yan Zhiqiang Xu Xiuying Chen 59 0 0 24 Feb 2025
Factual Inconsistency in Data-to-Text Generation Scales Exponentially with LLM Size: A Statistical Validation Joy Mahapatra Soumyajit Roy Utpal Garain HILM ALM 70 0 0 17 Feb 2025
Primus: A Pioneering Collection of Open-Source Datasets for Cybersecurity LLM Training Yao-Ching Yu Tsun-Han Chiang Cheng-Wei Tsai Chien-Ming Huang Wen-Kwang Tsao 47 4 0 16 Feb 2025
JailPO: A Novel Black-box Jailbreak Framework via Preference Optimization against Aligned LLMs H. Li Jiawei Ye Jie Wu Tianjie Yan Chu Wang Zhixin Li AAML 67 0 0 20 Dec 2024
LossAgent: Towards Any Optimization Objectives for Image Processing with LLM Agents Bingchen Li Xin Li Yiting Lu Zhibo Chen 78 1 0 05 Dec 2024
An Extensive Evaluation of Factual Consistency in Large Language Models for Data-to-Text Generation Joy Mahapatra Utpal Garain HILM ALM 62 1 0 28 Nov 2024
Effect of Adaptive Communication Support on LLM-powered Human-Robot Collaboration Shipeng Liu FNU Shrutika Boshen Zhang Zhehui Huang Feifei Qian Feifei Qian 64 0 0 26 Nov 2024
CATP-LLM: Empowering Large Language Models for Cost-Aware Tool Planning Duo Wu J. Wang Yuan Meng Yanning Zhang Le Sun Zhi Wang 96 0 0 25 Nov 2024
MolMetaLM: a Physicochemical Knowledge-Guided Molecular Meta Language Model Yifan Wu Min Zeng Yang Li Y. Zhang Min Li 64 1 0 23 Nov 2024
Bias in Large Language Models: Origin, Evaluation, and Mitigation Yufei Guo Muzhe Guo Juntao Su Zhou Yang Mengqiu Zhu Hongfei Li Mengyang Qiu Shuo Shuo Liu AILaw 23 8 0 16 Nov 2024
Game-theoretic LLM: Agent Workflow for Negotiation Games Wenyue Hua Ollie Liu Lingyao Li Alfonso Amayuelas Julie Chen ... Lizhou Fan Fei Sun William Yang Wang X. Wang Yongfeng Zhang 44 2 0 08 Nov 2024
Multi-Agents are Social Groups: Investigating Social Influence of Multiple Agents in Human-Agent Interactions Tianqi Song Yugin Tan Zicheng Zhu Yibin Feng Yi-Chieh Lee AI4CE 27 2 0 07 Nov 2024
Interacting Large Language Model Agents. Interpretable Models and Social Learning Adit Jain Vikram Krishnamurthy LLMAG 28 0 0 02 Nov 2024
Building Multi-Agent Copilot towards Autonomous Agricultural Data Management and Analysis Yu Pan Jianxin Sun Hongfeng Yu Joe Luck Geng Bai Nipuna Chamara Yufeng Ge Tala Awada 30 0 0 31 Oct 2024
Limitations of the LLM-as-a-Judge Approach for Evaluating LLM Outputs in Expert Knowledge Tasks Annalisa Szymanski Noah Ziems Heather A. Eicher-Miller T. Li Meng-Long Jiang Ronald A Metoyer ALM ELM 33 19 0 26 Oct 2024
MMAU: A Massive Multi-Task Audio Understanding and Reasoning Benchmark S. Sakshi Utkarsh Tyagi Sonal Kumar Ashish Seth Ramaneswaran Selvakumar Oriol Nieto R. Duraiswami Sreyan Ghosh Dinesh Manocha AuLLM ELM 65 19 0 24 Oct 2024
Breaking ReAct Agents: Foot-in-the-Door Attack Will Get You In Itay Nakash George Kour Guy Uziel Ateret Anaby-Tavor AAML LLMAG 21 4 0 22 Oct 2024
Coarse-to-Fine Highlighting: Reducing Knowledge Hallucination in Large Language Models Qitan Lv Jie Wang Hanzhu Chen Bin Li Yongdong Zhang Feng Wu HILM 17 3 0 19 Oct 2024
ControlAgent: Automating Control System Design via Novel Integration of LLM Agents and Domain Expertise Xingang Guo Darioush Keivan U. Syed Lianhui Qin Huan Zhang Geir Dullerud Peter M. Seiler Bin Hu 23 4 0 17 Oct 2024
Balancing Continuous Pre-Training and Instruction Fine-Tuning: Optimizing Instruction-Following in LLMs Ishan Jindal Chandana Badrinath Pranjal Bharti Lakkidi Vinay Sachin Dev Sharma CLL ALM 26 2 0 14 Oct 2024
Large Language Model-Enhanced Reinforcement Learning for Generic Bus Holding Control Strategies Jiajie Yu Yuhong Wang Wei Ma OffRL 34 1 0 14 Oct 2024
AgentSquare: Automatic LLM Agent Search in Modular Design Space Yu Shang Yu Li Keyu Zhao Likai Ma J. Liu Fengli Xu Yong Li LLMAG 28 8 0 08 Oct 2024
Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents Hanrong Zhang Jingyuan Huang Kai Mei Yifei Yao Zhenting Wang Chenlu Zhan Hongwei Wang Yongfeng Zhang AAML LLMAG ELM 42 17 0 03 Oct 2024
Interactive Speculative Planning: Enhance Agent Efficiency through Co-design of System and User Interface Wenyue Hua Mengting Wan Shashank Vadrevu Ryan Nadel Yongfeng Zhang Chi Wang LLMAG 24 1 0 30 Sep 2024
Task-oriented Prompt Enhancement via Script Generation Chung-Yu Wang Alireza DaghighFarsoodeh Hung Viet Pham LRM 37 0 0 24 Sep 2024
GraphInsight: Unlocking Insights in Large Language Models for Graph Structure Understanding Yukun Cao Shuo Han Zengyi Gao Zezhong Ding Xike Xie S. Kevin Zhou 32 7 0 05 Sep 2024
On-Device Language Models: A Comprehensive Review Jiajun Xu Zhiyuan Li Wei Chen Qun Wang Xin Gao Qi Cai Ziyuan Ling 29 24 0 26 Aug 2024
DreamFactory: Pioneering Multi-Scene Long Video Generation with a Multi-Agent Framework Zhifei Xie Daniel Tang Dingwei Tan Jacques Klein Tegawend F. Bissyand Saad Ezzini VGen 24 8 0 21 Aug 2024
Athena: Safe Autonomous Agents with Verbal Contrastive Learning Tanmana Sadhu Ali Pesaranghader Yanan Chen Dong Hoon Yi ELM LLMAG AAML 21 0 0 20 Aug 2024
A theory of understanding for artificial intelligence: composability, catalysts, and learning Zijian Zhang Sara Aronowitz Alán Aspuru-Guzik 19 0 0 16 Aug 2024
Visual Agents as Fast and Slow Thinkers Guangyan Sun Mingyu Jin Zhenting Wang Cheng-Long Wang Siqi Ma Qifan Wang Ying Nian Wu Ying Nian Wu Dongfang Liu Dongfang Liu LLMAG LRM 68 11 0 16 Aug 2024
DataNarrative: Automated Data-Driven Storytelling with Visualizations and Texts Mohammed Saidul Islam Md Tahmid Rahman Laskar Md. Rizwan Parvez Enamul Hoque Shafiq R. Joty DiffM 21 6 0 09 Aug 2024
AgentPeerTalk: Empowering Students through Agentic-AI-Driven Discernment of Bullying and Joking in Peer Interactions in Schools Aditya Paul Chi Lok Yu Eva Adelina Susanto Nicholas Wai Long Lau Gwenyth Isobel Meadows LLMAG 24 0 0 27 Jul 2024
Benchmarks as Microscopes: A Call for Model Metrology Michael Stephen Saxon Ari Holtzman Peter West William Yang Wang Naomi Saphra 21 4 0 22 Jul 2024
Impact of Model Size on Fine-tuned LLM Performance in Data-to-Text Generation: A State-of-the-Art Investigation Joy Mahapatra Utpal Garain 29 8 0 19 Jul 2024
When AI Meets Finance (StockAgent): Large Language Model-based Stock Trading in Simulated Real-world Environments Chong Zhang Xinyi Liu Mingyu Jin Zhongmou Zhang Lingyao Li ... Suiyuan Zhu Xiaobo Jin Sujian Li Mengnan Du Yongfeng Zhang AIFin LLMAG 48 8 0 15 Jul 2024
STD-PLM: Understanding Both Spatial and Temporal Properties of Spatial-Temporal Data with PLM Yiheng Huang Xiaowei Mao S. Guo Yubin Chen Junfeng Shen Tiankuo Li Youfang Lin Huaiyu Wan AI4TS 25 1 0 12 Jul 2024