Avoiding Unintended Bias in Toxicity Classification with Neural Networks

The growing popularity of online platforms that allow users to communicate with each other, exchange opinions about various events and leave comments, has contributed to the development of natural language processing algorithms. Tens of millions of messages per day published by users of a certain so...

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Bibliographic Details
Main Author: Sergey Morzhov
Format: Article
Language:English
Published: FRUCT 2020-04-01
Series:Proceedings of the XXth Conference of Open Innovations Association FRUCT
Subjects:
nlp
rnn
gru
Online Access:https://www.fruct.org/publications/fruct26/files/Morz.pdf