Haidong Xue

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

Literature reviews are essential to reflect the landscape of research fields. Large language models, especially deep research agents, have recently shown strong capabilities in automated literature review generation. However, it remains a challenging task to rigorously evaluate the scientific value …