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release-notes-v0.14.0.md

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Pyserini Release Notes (v0.14.0)

Release date: November 8, 2021

  • Added support for impact indexes and sparse learned retrieval models (DeepImpact, uniCOIL + doc2query-T5, uniCOIL + TILDE, SPLADE v2) .
  • Added support for MS MARCO V2 collections.
  • Added support for Vector-PRF.
  • Added various pre-built indexes.
  • Added integration tests for sparse learned retrieval models and Vector-PRF; improved testing overall.
  • Added convenience scripts for generating info about pre-built indexes and for validating pre-built indexes.
  • Fixed encoding issues by dropping JString wrapping and letting Pyjnius handle Python/Java string conversion directly.
  • Updated MS MARCO passage LTR code/documentation and added MS MARCO doc LTR code/documentation.

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