Non-monotonic generation of knowledge paths for context understanding

• Main Authors: LO, Pei-chi, LIM, Ee-peng
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2024
• Subjects: information retrieval; knowledge graph; contextual path generation; generation model; Databases and Information Systems; Management Information Systems; Numerical Analysis and Scientific Computing
• Online Access: https://ink.library.smu.edu.sg/sis_research/8326; https://ink.library.smu.edu.sg/context/sis_research/article/9329/viewcontent/3627994_pvoa_cc_nc.pdf
• Institution: Singapore Management University

Knowledge graphs can be used to enhance text search and access by augmenting textual content with relevant background knowledge. While many large knowledge graphs are available, using them to make semantic connections between entities mentioned in the textual content remains to be a difficult task....