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Understanding Bias in Word Embeddings

Code accompanying the paper "Understanding the Origins of Bias in Word Embeddings"

Usage

Install prerequisite dependencies:

  • python 3 / pip / virtual-environment
  • julia (version >= 0.7.0)

Clone the repository, then run the setup script:

git clone https://github.com/mebrunet/understanding-bias.git
cd understanding-bias
./setup.sh

This will install further dependencies, download a small corpus, and run a set of tests.

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Code accompanying the paper "Understanding Bias in Word Embeddings"

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