Can Large Language Models Unlock Novel Scientific Research Ideas?

Can Large Language Models Unlock Novel Scientific Research Ideas?

10 September 2024

Tirthankar Ghosal

Papers citing "Can Large Language Models Unlock Novel Scientific Research Ideas?"

9 / 9 papers shown

Title
IRIS: Interactive Research Ideation System for Accelerating Scientific Discovery Aniketh Garikaparthi Manasi S. Patwardhan L. Vig Arman Cohan VLM LRM 52 0 0 23 Apr 2025
Sparks of Science: Hypothesis Generation Using Structured Paper Data Charles OÑeill Tirthankar Ghosal Roberta Răileanu Mike Walmsley Thang Bui Kevin Schawinski I. Ciucă LRM 49 0 0 17 Apr 2025
ResearchBench: Benchmarking LLMs in Scientific Discovery via Inspiration-Based Task Decomposition Y. Liu Zonglin Yang Tong Xie Jinjie Ni Ben Gao Y. Li Shixiang Tang Wanli Ouyang Erik Cambria Dongzhan Zhou 26 1 0 27 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 36 0 0 11 Mar 2025
From Hypothesis to Publication: A Comprehensive Survey of AI-Driven Research Support Systems Zekun Zhou Xiaocheng Feng L. Huang Xiachong Feng Ziyun Song ... Baoxin Wang Dayong Wu Guoping Hu Ting Liu Bing Qin AI4TS 66 0 0 03 Mar 2025
LLMs can Realize Combinatorial Creativity: Generating Creative Ideas via LLMs for Scientific Research Tianyang Gu Jingjin Wang Zhihao Zhang HaoHong Li LRM 69 1 0 18 Dec 2024
AAAR-1.0: Assessing AI's Potential to Assist Research Renze Lou Hanzi Xu Sijia Wang Jiangshu Du Ryo Kamoi ... Xi Li K. Zhang Congying Xia Lifu Huang Wenpeng Yin 30 5 0 29 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 28 17 0 17 Oct 2024
MOOSE-Chem: Large Language Models for Rediscovering Unseen Chemistry Scientific Hypotheses Zonglin Yang Wanhao Liu Ben Gao Tong Xie Yuqiang Li Wanli Ouyang Soujanya Poria Erik Cambria Dongzhan Zhou LRM 21 12 0 09 Oct 2024