Xubo Qin

Reinforced Query Reasoners for Reasoning-intensive Retrieval Tasks

Traditional information retrieval (IR) methods excel at textual and semantic matching but struggle in reasoning-intensive retrieval tasks that require multi-hop inference or complex semantic understanding between queries and documents. One promising solution is to explicitly rewrite or augment queri