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

arXiv:2608.21374v2 Announce Type: replace Abstract: Literature reviews are essential to scientific progress, but rigorously evaluating automatically generated reviews remains difficult because many aspects of research utility depend on expert judgment rather t