A transformer framework for generating context-aware knowledge graph paths

• Main Authors: LO, Pei-Chi, LIM, Ee-peng
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2023
• Subjects: Knowledge graph; Contextual path generation; Information retrieval; Language model; Databases and Information Systems; Graphics and Human Computer Interfaces
• Online Access: https://ink.library.smu.edu.sg/sis_research/8026
• Institution: Singapore Management University

Contextual Path Generation (CPG) refers to the task of generating knowledge path(s) between a pair of entities mentioned in an input textual context to determine the semantic connection between them. Such knowledge paths, also called contextual paths, can be very useful in many advanced information...