most citedA Survey on Hypothesis Generation for Scientific Discovery in the Era of Large Language Models

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cs.CL2025

From Queries to Criteria: Understanding How Astronomers Evaluate LLMs

Alina Hyk, Kiera McCormick, Mian Zhong +7

There is growing interest in leveraging LLMs to aid in astronomy and other scientific research, but benchmarks for LLM evaluation in general have not kept pace with the increasingl…

cs.CL2025★ 2 cited

A Survey on Hypothesis Generation for Scientific Discovery in the Era of Large Language Models

Atilla Kaan Alkan, Shashwat Sourav, Maja Jablonska +14

Hypothesis generation is a fundamental step in scientific discovery, yet it is increasingly challenged by information overload and disciplinary fragmentation. Recent advances in La…