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...

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Bibliographic Details
Main Authors: Huang, Hui-Yu, 黃慧瑜
Other Authors: Sun, Chuen-Tsai
Format: Others
Language:zh-TW
Published: 2018
Online Access:http://ndltd.ncl.edu.tw/handle/j8w6u8