Multi-task learning with multi-view attention for answer selection and knowledge base question answering

• Main Authors: DENG, Yang, XIE, Yuexiang, LI, Yaliang, YANG, Min, DU, Nan, FAN, Wei, LEI, Kai, SHEN, Ying
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2019
• Subjects: Databases and Information Systems
• Online Access: https://ink.library.smu.edu.sg/sis_research/9108; https://ink.library.smu.edu.sg/context/sis_research/article/10111/viewcontent/4593_Article_Text_7632_1_10_20190707.pdf
• Institution: Singapore Management University

Answer selection and knowledge base question answering (KBQA) are two important tasks of question answering (QA) systems. Existing methods solve these two tasks separately, which requires large number of repetitive work and neglects the rich correlation information between tasks. In this paper, we t...