Align Then Adapt: Label-Efficient Adapter Learning for Asymmetric Dense Retrieval

Seiji Maekawa, Moin Aminnaseri, Pouya Pezeshkpour +1

Dense retrieval systems increasingly face an asymmetry between complex instruction-like queries and relatively simple, static document collections. While stronger embedders can bet…