ResearchAgent: Iterative Research Idea Generation over Scientific Literature with Large Language Models

11 April 2024

Papers citing "ResearchAgent: Iterative Research Idea Generation over Scientific Literature with Large Language Models"

30 / 30 papers shown

Title
CAMEO: Collection of Multilingual Emotional Speech Corpora Iwona Christop Maciej Czajka 19 0 0 16 May 2025
Benchmarking AI scientists in omics data-driven biological research Erpai Luo Jinmeng Jia Yifan Xiong Xiangyu Li Xiaobo Guo Baoqi Yu Lei Wei Xuegong Zhang ELM 23 0 0 13 May 2025
ResearchCodeAgent: An LLM Multi-Agent System for Automated Codification of Research Methodologies Shubham Gandhi Dhruv Shah Manasi S. Patwardhan L. Vig Gautam M. Shroff LLMAG AI4CE 143 0 0 28 Apr 2025
Paper2Code: Automating Code Generation from Scientific Papers in Machine Learning Minju Seo Jinheon Baek Seongyun Lee Sung Ju Hwang AI4CE 44 0 0 24 Apr 2025
HypoBench: Towards Systematic and Principled Benchmarking for Hypothesis Generation Haokun Liu Sicong Huang Jingyu Hu Yangqiaoyu Zhou Chenhao Tan 30 0 0 15 Apr 2025
MLRC-Bench: Can Language Agents Solve Machine Learning Research Challenges? Yunxiang Zhang Muhammad Khalifa Shitanshu Bhushan Grant D Murphy Lajanugen Logeswaran Jaekyeom Kim Moontae Lee Honglak Lee Lu Wang LLMAG ELM 64 0 0 13 Apr 2025
Societal Impacts Research Requires Benchmarks for Creative Composition Tasks Judy Hanwen Shen Carlos Guestrin 36 0 0 09 Apr 2025
PriM: Principle-Inspired Material Discovery through Multi-Agent Collaboration Zheyuan Lai Yingming Pu 42 0 0 09 Apr 2025
How Deep Do Large Language Models Internalize Scientific Literature and Citation Practices? Andres Algaba Vincent Holst Floriano Tori Melika Mobini Brecht Verbeken Sylvia Wenmackers Vincent Ginis 44 1 0 03 Apr 2025
AgentRxiv: Towards Collaborative Autonomous Research Samuel Schmidgall Michael Moor 65 3 0 23 Mar 2025
GraphEval: A Lightweight Graph-Based LLM Framework for Idea Evaluation Tao Feng Yihang Sun Jiaxuan You 52 0 0 16 Mar 2025
Deep Learning based discovery of Integrable Systems Shailesh Lal Suvajit Majumder E. Sobko 41 0 0 13 Mar 2025
Agentic AI for Scientific Discovery: A Survey of Progress, Challenges, and Future Directions Mourad Gridach Jay Nanavati Khaldoun Zine El Abidine Lenon Mendes Christina Mack 52 6 0 12 Mar 2025
Graph of AI Ideas: Leveraging Knowledge Graphs and LLMs for AI Research Idea Generation Xian Gao Zongyun Zhang Mingye Xie Ting Liu Yuzhuo Fu 42 0 0 11 Mar 2025
MLGym: A New Framework and Benchmark for Advancing AI Research Agents Deepak Nathani Lovish Madaan Nicholas Roberts Nikolay Bashlykov Ajay Menon ... Tatiana Shavrina Jakob Foerster Yoram Bachrach William Yang Wang Roberta Raileanu LLMAG 88 7 0 21 Feb 2025
Flow-of-Options: Diversified and Improved LLM Reasoning by Thinking Through Options Lakshmi Nair Ian Trase Mark Kim AIFin LRM AI4CE 43 1 0 18 Feb 2025
Gravity-Bench-v1: A Benchmark on Gravitational Physics Discovery for Agents Nolan Koblischke Hyunseok Jang Kristen Menou M. Ali-Dib 70 0 0 30 Jan 2025
LiveIdeaBench: Evaluating LLMs' Divergent Thinking for Scientific Idea Generation with Minimal Context Kai Ruan Xuan Wang Jixiang Hong Hao Sun Yang Liu Hao Sun LRM ELM 39 0 0 23 Dec 2024
LLMs can Realize Combinatorial Creativity: Generating Creative Ideas via LLMs for Scientific Research Tianyang Gu Jingjin Wang Zhihao Zhang HaoHong Li LRM 80 2 0 18 Dec 2024
Generative Adversarial Reviews: When LLMs Become the Critic Nicolas Bougie Narimasa Watanabe 93 2 0 09 Dec 2024
From Individual to Society: A Survey on Social Simulation Driven by Large Language Model-based Agents Xinyi Mou Xuanwen Ding Qi He Liang Wang Jingcong Liang ... Lin Sun Jiayu Lin Jie Zhou Xuanjing Huang Zhongyu Wei LLMAG LM&Ro AI4CE 86 13 0 04 Dec 2024
Discovering emergent connections in quantum physics research via dynamic word embeddings Felix Frohnert Xuemei Gu Mario Krenn Evert P L van Nieuwenburg AI4CE 34 1 0 10 Nov 2024
SciPIP: An LLM-based Scientific Paper Idea Proposer Wenxiao Wang Lihui Gu Liye Zhang Yunxiang Luo Yi Dai Chen Shen Liang Xie Binbin Lin Xiaofei He Jieping Ye 26 4 0 30 Oct 2024
Belief in the Machine: Investigating Epistemological Blind Spots of Language Models Mirac Suzgun Tayfun Gur Federico Bianchi Daniel E. Ho Thomas F. Icard Dan Jurafsky James Zou 29 1 0 28 Oct 2024
Chain of Ideas: Revolutionizing Research Via Novel Idea Development with LLM Agents Long Li Weiwen Xu Jiayan Guo Ruochen Zhao Xingxuan Li ... Ronghao Dang Deli Zhao Yu Rong Tian Feng Lidong Bing LRM AI4CE 36 18 0 17 Oct 2024
MOOSE-Chem: Large Language Models for Rediscovering Unseen Chemistry Scientific Hypotheses Zonglin Yang Wanhao Liu Ben Gao Tong Xie Y. Li Wanli Ouyang Soujanya Poria Erik Cambria Dongzhan Zhou LRM 40 14 0 09 Oct 2024
AutoML-Agent: A Multi-Agent LLM Framework for Full-Pipeline AutoML Patara Trirat Wonyong Jeong Sung Ju Hwang LLMAG 33 11 0 03 Oct 2024
Collaborative Evolving Strategy for Automatic Data-Centric Development Xu Yang Haotian Chen Wenjun Feng Haoxue Wang Zeqi Ye Xinjie Shen Xiao Yang Shizhao Sun Weiqing Liu Jiang Bian 32 2 0 26 Jul 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 64 45 0 11 Jun 2024
FinRobot: An Open-Source AI Agent Platform for Financial Applications using Large Language Models Hongyang Yang Boyu Zhang Neng Wang Cheng Guo Xiaoli Zhang ... Junlin Wang Tianyu Zhou Mao Guan Runjia Zhang Chris Wang AIFin AI4CE 45 10 1 23 May 2024