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a gaggle of deep neural architectures for text ranking and question answering, designed for Pyserini

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PyGaggle

A gaggle of CORD-19 rerankers.

Installation

  1. conda env create -f environment.yml && conda activate pygaggle

  2. Install PyTorch 1.4+.

  3. Download the index: sh scripts/update-index.sh

  4. Make sure you have an installation of Java 8+: javac --version

Evaluating Highlighters

Run sh scripts/evaluate-highlighters.sh.

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a gaggle of deep neural architectures for text ranking and question answering, designed for Pyserini

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  • Jupyter Notebook 71.5%
  • Python 28.3%
  • Shell 0.2%