DeepInstructor: An Agentic AI Instructor for Experience-Driven Idea Evaluation
As automated scientific discovery advances, Large Language Models (LLMs) can now generate research ideas at an unprecedented scale, shifting the bottleneck from idea generation to idea evaluation. Existing evaluators mainly rely on parametric LLM knowledge or unstructured retrieval, producing judgments that lack the ex...
Rong-Can Pei, Fang Guo, Qing-Lin Qi et al.
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