A comprehensive survey on relation extraction: Recent advances and new frontiers

• Main Authors: ZHAO, Xiaoyan, DENG, Yang, YANG, Min, WANG, Lingzhi, ZHANG, Rui, CHENG, Hong, LAM, Wai, SHEN, Ying, XU, Ruifeng
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2024
• Subjects: Computing methodologies; Natural language processing; Neural networks; Databases and Information Systems; OS and Networks
• Online Access: https://ink.library.smu.edu.sg/sis_research/9098; https://ink.library.smu.edu.sg/context/sis_research/article/10101/viewcontent/3674501.pdf
• Institution: Singapore Management University

Relation extraction (RE) involves identifying the relations between entities from underlying content. RE serves as the foundation for many natural language processing (NLP) and information retrieval applications, such as knowledge graph completion and question answering. In recent years, deep neural...