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Chelsea Finn更新于 10月21日 22:46

GiantsBench 测试 LLM 科研洞察力

Can LLMs generate new insights that build on prior research?

AI 导读

LLM 能否在先前研究基础上产生新见解? GiantsBench 是一个新的科学发现基准,测试模型能否在给定两篇母论文的情况下综合出新见解。

引用

Joy He-Yueya

@JoyHeYueya

Scientists often make breakthroughs by synthesizing ideas across papers. In our new paper, we ask whether a language model can anticipate this process: given two parent papers, can it generate the core insight of a future paper built on them? 🧵⬇️

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Can LLMs generate new insights that build on prior research?

GiantsBench is a new scientific discovery benchmark, that tests whether models can synthesize new insights given two parent papers.

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Chelsea Finn