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skill
author-centric-review-eval
ANo problem foundqhjqhj00/research-skills-pool
Evaluates an LLM's ability to generate structured, author-centric academic feedback (Summary, Strengths, Weaknesses, Questions) from long research papers. It probes the model's capacity to retrieve salient passages via graph-based retrieval and synthesize constructive pre-submission reviews without relying on full context or multi-agent systems. Use when the user wants to benchmark on ICLR 2024 (ICT), CNT_10, or asks about evaluating this task. Reports human evaluation.
author-centric-review-eval got grade A on our automated scan on 2026-10-19.
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Related
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