Dense Retrievers Can Fail on Simple Queries: Revealing The Granularity Dilemma of Embeddings

Liyan Xu, Zhenlin Su, Mo Yu +3

This work stems from an observed limitation of text encoders: embeddings may not be able to recognize fine-grained entities or events within encoded semantics, resulting in failed…