This approach maintains multiple partial hypotheses of relevant passages at each step, expanding the search space and reducing the risk of missing relevant passages
Beam Retrieval jointly optimizes an encoder and two classification heads by minimizing the combined loss across all hops.
Retrieval reader method primarily focused on two-hop scenarios, exhibiting poor performance in more complex situations and providing low-quality context for downstream QA task.