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DeepInstructor: An Agentic AI Instructor for Experience-Driven Idea Evaluation

arXiv cs.CL ↗ · 2026-09-22 Cached

DeepInstructor is an agentic framework that constructs an Experience Graph from peer reviews to evaluate research ideas, demonstrating superior alignment with human judgments over baseline methods.

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