Large Language Models for Automated Open-domain Scientific Hypotheses
Discovery

Large Language Models for Automated Open-domain Scientific Hypotheses Discovery

6 September 2023

Xinya Du

Papers citing "Large Language Models for Automated Open-domain Scientific Hypotheses Discovery"

11 / 11 papers shown

Title
34 Examples of LLM Applications in Materials Science and Chemistry: Towards Automation, Assistants, Agents, and Accelerated Scientific Discovery Yoel Zimmermann Adib Bazgir Alexander H Al-Feghali Mehrad Ansari L. C. Brinson ... Shang Zhu Jan Janssen Calvin Li Ian T. Foster B. Blaiszik 45 0 0 05 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 107 0 0 28 Apr 2025
Towards Automated Scoping of AI for Social Good Projects Jacob Emmerson Rayid Ghani Zheyuan Ryan Shi 100 0 0 28 Apr 2025
Spark: A System for Scientifically Creative Idea Generation Aishik Sanyal Samuel Schapiro Sumuk Shashidhar Royce Moon Lav R. Varshney Dilek Hakkani-Tür LRM 33 0 0 25 Apr 2025
Paper2Code: Automating Code Generation from Scientific Papers in Machine Learning Minju Seo Jinheon Baek Seongyun Lee S. Hwang AI4CE 37 0 0 24 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 31 2 0 27 Mar 2025
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 29 13 0 09 Oct 2024
Explaining Datasets in Words: Statistical Models with Natural Language Parameters Ruiqi Zhong Heng Wang Dan Klein Jacob Steinhardt 35 6 0 13 Sep 2024
ResearchAgent: Iterative Research Idea Generation over Scientific Literature with Large Language Models Jinheon Baek S. Jauhar Silviu Cucerzan Sung Ju Hwang AI4CE LLMAG LM&Ro 34 37 0 11 Apr 2024
Emergent autonomous scientific research capabilities of large language models Daniil A. Boiko R. MacKnight Gabe Gomes ELM LM&Ro AI4CE LLMAG 101 117 0 11 Apr 2023
Training language models to follow instructions with human feedback Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 303 11,881 0 04 Mar 2022