IdeaBench: Benchmarking Large Language Models for Research Idea
Generation

IdeaBench: Benchmarking Large Language Models for Research Idea Generation

31 October 2024

Amir Hassan Shariatmadari

Stefan Bekiranov

Papers citing "IdeaBench: Benchmarking Large Language Models for Research Idea Generation"

5 / 5 papers shown

Title
Toward Reliable Biomedical Hypothesis Generation: Evaluating Truthfulness and Hallucination in Large Language Models Guangzhi Xiong Eric Xie Corey Williams Myles Kim Amir Hassan Shariatmadari Sikun Guo Stefan Bekiranov Aidong Zhang HILM LM&MA 17 0 0 20 May 2025
From Automation to Autonomy: A Survey on Large Language Models in Scientific Discovery T. Zheng Zheye Deng Hong Ting Tsang Weiqi Wang Jiaxin Bai Zihao Wang Yangqiu Song LLMAG LM&Ro 12 0 0 19 May 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 Min Zhang Dongzhan Zhou 36 3 0 27 Mar 2025
Creation-MMBench: Assessing Context-Aware Creative Intelligence in MLLM Xinyu Fang Z. Chen Kai Lan Lixin Ma Shengyuan Ding ... Zicheng Zhang Guofeng Zhang Haodong Duan K. Chen Dahua Lin MLLM 66 1 0 18 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