Conceptor Method for Gender and Racial Debiasing

This repository is a set of projects where we use the Conceptor method of Jaeger (2014) applied to word lists to mitigate bias in both contextualized as well as classical word embeddings.

Name		Name	Last commit message	Last commit date
Latest commit History 147 Commits
Conceptors		Conceptors
ContextualizedEmbeddings		ContextualizedEmbeddings
EEC		EEC
Experiments		Experiments
NearestNeighbors		NearestNeighbors
WEAT		WEAT
Winobias_Ontonotes		Winobias_Ontonotes
lists		lists
utils		utils
.gitignore		.gitignore
0605.ipynb		0605.ipynb
BERT_word_list_CN_paper.ipynb		BERT_word_list_CN_paper.ipynb
Copy_of_Copy_of_WEAT.ipynb		Copy_of_Copy_of_WEAT.ipynb
Copy_of_WEAT.ipynb		Copy_of_WEAT.ipynb
EEC_with_CN(ElMo,_BERT).ipynb		EEC_with_CN(ElMo,_BERT).ipynb
LICENSE		LICENSE
README.md		README.md

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Conceptor Method for Gender and Racial Debiasing

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