Feature-based transfer learning In natural language processing

• Main Author: YU, Jianfei
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2018
• Subjects: Transfer Learning; Domain Adaptation; Natural Language Processing; Computer and Systems Architecture; Programming Languages and Compilers
• Online Access: https://ink.library.smu.edu.sg/etd_coll/159; https://ink.library.smu.edu.sg/cgi/viewcontent.cgi?article=1159&context=etd_coll
• Institution: Singapore Management University

In the past few decades, supervised machine learning approach is one of the most important methodologies in the Natural Language Processing (NLP) community. Although various kinds of supervised learning methods have been proposed to obtain the state-of-the-art performance across most NLP tasks, the...