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release-notes-v0.13.0.md

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Pyserini Release Notes (v0.13.0)

Release date: July 3, 2021

  • Added dense retrieval support for DistilBERT TAS-B, TCT-ColBERTv2, and BPR.
  • Added integration tests for DistilBERT TAS-B and TCT-ColBERTv2.
  • Added bindings for nmslib in pyserini.vsearch.
  • Added reproduction guide for TripClick collection.
  • Added integration tests for TREC-COVID rounds 3, 4, and 5.
  • Added interactive demo.
  • Added script to rerank MS MARCO doc Indri baseline with BM25 MaxP and ANCE MaxP.
  • Improved support for non-English languages.
  • Refactored LTR reranking pipeline for MS MARCO passage.
  • Refactored JVM initialization to allow other jars to be loaded.
  • Harmonized underlying dependencies.
  • Moved sparse and dense index hosting away from Dropbox, to UWaterloo GitLab and UWaterloo CSCF services.
  • Exposed option to use ASCII term filtering in RM3.
  • Changed Japanese analyzer to kuromoji.

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