Kai Yang

Can Retrievers Find the Same Paper from Different Aspects? A Multi-Aspect Full-Paper Scientific Retrieval Benchmark

An expert-validated benchmark for multi-aspect, full-paper retrieval that evaluates whether retrievers can consistently recover the same paper from queries targeting its motivation, method, and experimental findings, and proposes MAPLE-Synth, a retrieval-based in-context learning pipeline that leverages OpenReview disc...