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README.md

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Information retrieval on SQuAD v1.1

IR + QA system on Wikipedia articles

Experiment plots

https://wandb.ai/veri/IR/reports/IR--Vmlldzo1Mzk3MDc

Branches

  • main: merged from the tfidf branch
  • tfidf: tf-idf performances on SQuAD v1.1
  • electra: neural model performances on SQuAD v1.1
  • deploy: contains the end to end notebook that performs the IR + QA task and other files used to deploy the system, where the QA model is trained on SQuAD v2