MOOSE-Chem2: Exploring LLM Limits in Fine-Grained Scientific Hypothesis Discovery via Hierarchical Search

MOOSE-Chem2: Exploring LLM Limits in Fine-Grained Scientific Hypothesis Discovery via Hierarchical Search

25 May 2025

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Papers citing "MOOSE-Chem2: Exploring LLM Limits in Fine-Grained Scientific Hypothesis Discovery via Hierarchical Search"

9 / 9 papers shown

Title
ResearchBench: Benchmarking LLMs in Scientific Discovery via Inspiration-Based Task Decomposition Yong Liu Zonglin Yang Tong Xie Jinjie Ni Ben Gao Yuezun Li Shixiang Tang Wanli Ouyang Min Zhang Dongzhan Zhou 107 11 0 27 Mar 2025
LLM4SR: A Survey on Large Language Models for Scientific Research Ziming Luo Zonglin Yang Zexin Xu Wei Yang Xinya Du 94 23 0 08 Jan 2025
Nova: An Iterative Planning and Search Approach to Enhance Novelty and Diversity of LLM Generated Ideas Xiang Hu Hongyu Fu Jinge Wang Yifeng Wang Zhikun Li Renjun Xu Yu Lu Yaochu Jin Lili Pan Zhenzhong Lan LRM 65 22 0 18 Oct 2024
MOOSE-Chem: Large Language Models for Rediscovering Unseen Chemistry Scientific Hypotheses Zonglin Yang Wanhao Liu Ben Gao Tong Xie You Li Wanli Ouyang Soujanya Poria Min Zhang Dongzhan Zhou LRM 117 25 0 09 Oct 2024
Visual Autoregressive Modeling: Scalable Image Generation via Next-Scale Prediction Keyu Tian Yi Jiang Zehuan Yuan Bingyue Peng Liwei Wang VGen 114 346 0 03 Apr 2024
Large Language Models are Zero Shot Hypothesis Proposers Biqing Qi Kaiyan Zhang Haoxiang Li Kai Tian Sihang Zeng Zhang-Ren Chen Bowen Zhou 77 36 0 10 Nov 2023
Large Language Models for Automated Open-domain Scientific Hypotheses Discovery Zonglin Yang Xinya Du Junxian Li Jie Zheng Soujanya Poria Min Zhang LRM 86 57 0 06 Sep 2023
SciMON: Scientific Inspiration Machines Optimized for Novelty Qingyun Wang Doug Downey Heng Ji Tom Hope LLMAG 125 81 0 23 May 2023
Self-Consistency Improves Chain of Thought Reasoning in Language Models Xuezhi Wang Jason W. Wei Dale Schuurmans Quoc Le Ed H. Chi Sharan Narang Aakanksha Chowdhery Denny Zhou ReLM BDL LRM AI4CE 554 3,737 0 21 Mar 2022