Feature-based transfer learning In natural language processing

• المؤلف الرئيسي: YU, Jianfei
• التنسيق: text
• اللغة: English
• منشور في: Institutional Knowledge at Singapore Management University 2018
• الموضوعات: Transfer Learning; Domain Adaptation; Natural Language Processing; Computer and Systems Architecture; Programming Languages and Compilers
• الوصول للمادة أونلاين: https://ink.library.smu.edu.sg/etd_coll/159; https://ink.library.smu.edu.sg/cgi/viewcontent.cgi?article=1159&context=etd_coll
• المؤسسة: 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...