Debias Training Method of Deep Learning Sequence Model -- Take Gender Bias in Occupations of Chatbot for Example
碩士 === 國立交通大學 === 資訊學院資訊學程 === 106 === The sequential model of deep learning is commonly used to deal with Natural Language Processing (NLP) tasks. And “language” as a source of training data with human bias, e.g. racial and gender discrimination, would encode the bias into deep learning model, resu...
Main Authors: | , |
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Other Authors: | |
Format: | Others |
Language: | zh-TW |
Published: |
2018
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Online Access: | http://ndltd.ncl.edu.tw/handle/j8w6u8 |