Author

Ji-Gao Fu

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#artificial intelligence Review Jul 2026

LitReview Arena: Evaluating Literature Review Agents with Battle-Style Peer Review Platform

LitReview Arena is introduced, a battle-style evaluation platform with a structured protocol tailored to literature review quality: domain experts with AI paper-writing experience compare anonymized drafts, are matched to topics within their expertise, and provide dimension-wise outcomes over five literature-review-spe...

Ruotong Zhao, Zhi-Yu Chen, Xurui Liu et al. · 0 citations

#artificial intelligence Preprint Aug 2026

Ideation Arena: Evaluating LLM Generated Research Ideas with Battle-style Human Expert Assessment

This work introduces Ideation Arena, a battle style platform that evaluates research ideas through pairwise human assessment, and constructs Ideation Arena Eval, a benchmark for assessing whether automated evaluators align with human preferences in research ideation.

Zhi-Yu Chen, Keyu Zhao, Ji-Gao Fu et al. · 0 citations