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Code and Data for Unequal Representations:Analyzing Intersectional Biases in Word Embeddings Using Representational Similarity Analysis by Michael Lepori, presented at COLING 2020

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Unequal Representations

Code and Data for Unequal Representations: Analyzing Intersectional Biases in Word Embeddings Using Representational Similarity Analysis by Michael Lepori, presented at COLING 2020

How to use this repository

  • Download the GloVe embeddings that were pretrained on Wikipedia 2014 + Gigaword 5 from this link: https://nlp.stanford.edu/projects/glove/
  • Ensure that this folder is named "glove", and place it in the glove_utils directory
  • Run each test script by calling python3 {glove_Word_Tests.py/BERT_Sentence_Tests.py/BERT_Word_Tests.py}

Contact

If you have any questions or comments about the code, paper, or analysis method please contact Michael Lepori at mlepori19@gmail.com

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Code and Data for Unequal Representations:Analyzing Intersectional Biases in Word Embeddings Using Representational Similarity Analysis by Michael Lepori, presented at COLING 2020

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