Learning to Select: Query-Aware Adaptive Dimension Selection for Dense Retrieval

Zhanyu Wu, Richong Zhang, Zhijie Nie

Dense retrieval represents queries and documents as high-dimensional embeddings, but these representations can be redundant at the query level: for a given information need, only a…