Learned-Sparse
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DeepImpact
Learns per-term impact scores for documents using a BERT encoder, enabling semantic-aware scoring with a standard inverted index without query expansion.
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uniCOIL
Uniform COntextualized Inverted List; assigns a single scalar weight per token using a BERT encoder, bridging dense contextualization and sparse inverted index retrieval.