DyVo: Dynamic Vocabularies for Learned Sparse Retrieval with Entities

Thong Nguyen, Shubham Chatterjee, Sean MacAvaney +3

Learned Sparse Retrieval (LSR) models use vocabularies from pre-trained transformers, which often split entities into nonsensical fragments. Splitting entities can reduce retrieval…