How to Generate Sparse Vectors with SPLADE SPLADE is a novel method for learning sparse text representation vectors, outperforming BM25 in tasks like information retrieval and document classification. Its main advantage is generating efficient and interpretable sparse vectors, making it effective for large-scale text data. Setup First, install FastEmbed. pipinstall-qfastembed Next, import the required modules for sparse embeddings and Python’s typing module. fromfastembedimportSparseTextEmb...
