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Word2vec, sentenceBert, BM25 and IVFFlat Index quality and speed comparison

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Dense retrieval - Quality & speed comparison

Models compared

Word2vec
Sentence transformers
BM25
IndexFlatIP - Exact Search for Inner Product

Collection -> Vaswani ( from ir_datasets)

The experiments were carried out by building pyterrier custom models

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Word2vec, sentenceBert, BM25 and IVFFlat Index quality and speed comparison

word2vec sentence-embeddings faiss pyterrier

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