Contextualized knowledge-aware attentive neural network: Enhancing answer selection with knowledge

• Main Authors: DENG, Yang, XIE, Yuexiang, LI, Yaliang, YANG, Min, LAM, Wai, SHEN, Ying
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2022
• Subjects: Answer selection; knowledge graph; attention mechanism; graph convolutional network; Databases and Information Systems; OS and Networks
• Online Access: https://ink.library.smu.edu.sg/sis_research/9087; https://ink.library.smu.edu.sg/context/sis_research/article/10090/viewcontent/3457533.pdf
• Institution: Singapore Management University

Answer selection, which is involved in many natural language processing applications, such as dialog systems and question answering (QA), is an important yet challenging task in practice, since conventional methods typically suffer from the issues of ignoring diverse real-world background knowledge....