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 66 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 56 0 0 17 Apr 2025
ResearchBench: Benchmarking LLMs in Scientific Discovery via Inspiration-Based Task Decomposition Yong Liu Zonglin Yang Tong Xie Jinjie Ni Ben Gao Yuan Li Shixiang Tang Wanli Ouyang Erik Cambria Dongzhan Zhou 31 2 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 42 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 77 1 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 80 2 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 Kaipeng Zhang Congying Xia Lifu Huang Wenpeng Yin 37 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 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