harms-challenges-non-binary-representation-NLP

Repository for paper "Harms of Gender Exclusivity and Challenges in Non-Binary Representation in Language Technologies" available at: https://arxiv.org/abs/2108.12084, ENMLP 2021

Analyses

GLOVE

Biased representations:

https://colab.research.google.com/drive/1eWyHm0GxB6VNWzHqjhAUzYkehZCN1uj8#scrollTo=N4s-3aDCq6iQ

BERT

Biased representations:

https://colab.research.google.com/drive/1XlTdpMN22Dut7DkyLZ0MD2bB2Cdiwmb3#scrollTo=hFBLxtKXfuV0

Erasure:

https://colab.research.google.com/drive/17sJn01H27kVUV5BKw92zb9yPWeax5Qnt

Misgendering:

https://colab.research.google.com/drive/1Za_TrIQsVCt8Vi4bIyKIVm8ktlBcrTlb#scrollTo=iKETPzTVCo-I