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Abstract: The blind application of machine learning runs the risk of amplifying biases present in data. Such a danger is facing us with word embedding, a popular framework to represent text data as vectors which has been used in many machine learning and natural language processing tasks.
[1607.06520] Man is to Computer Programmer as Woman is to Homemaker? Debiasing Word Embeddings 
Added 5 months ago by Francis Tseng
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[1607.06520] Man is to Computer Programmer as Woman is to Homemaker? Debiasing Word Embeddings 
Info
Abstract: The blind application of machine learning runs the risk of amplifying biases present in data. Such a danger is facing us with word embedding, a popular framework to represent text data as vectors which has been used in many machine learning and natural language processing tasks.
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