Inverted-Index

• SPLADE

  Sparse Lexical and Expansion Embeddings; learns sparse embeddings compatible with inverted indexes while capturing semantic understanding.

• Sparse Retrieval

  Retrieval using inverted-index term matching and scoring functions like BM25 or TF-IDF; contrasts with dense nearest-neighbour methods.