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Explainable Information Retrieval

Requirements

  • Python Libraries
numpy==1.17.2
torch=1.3.0
transformers==2.3.0
  • MARCO-Passage Dataset

download from https://github.com/microsoft/MSMARCO-Passage-Ranking

collection.tar.gz
queries.tar.gz
qrels.dev.tsv
qrels.train.tsv
qidpidtriples.train.full.tsv.gz

unzip all of them into data/marco_passage/

Train

python -m main

Visualize

python -m visual