dense-embeddings

Sparse vs Dense vs Hybrid Retrieval: BM25, BERT, and Reranking Compared

How sparse retrieval (BM25/TF-IDF), dense retrieval (BERT-style embeddings), and hybrid systems that combine both compare on recall, semantic understanding, computational cost, and operational complexity for modern search.