An easy-to-use evaluation framework for benchmarking entity recognition and disambiguation systems

• Published in: Frontiers of information technology & electronic engineering Vol. 18; no. 2; pp. 195 - 205
• Main Authors: Chen, Hui, Wei, Bao-gang, Li, Yi-ming, Liu, Yong-huai, Zhu, Wen-hao
• Format: Journal Article
• Language: English
• Published: Hangzhou Zhejiang University Press 01.02.2017; Springer Nature B.V
• Subjects: Communications Engineering; Computer engineering; Computer Hardware; Computer Science; Computer Systems Organization and Communication Networks; Datasets; Electrical Engineering; Electronics and Microelectronics; Information retrieval; Instrumentation; Knowledge; Knowledge bases (artificial intelligence); Networks; Recognition; Evaluation framework; Entity recognition and disambiguation (ERD); Information extraction; TP391.1

Entity recognition and disambiguation （ERD） is a crucial technique for knowledge base population and information extraction. In recent years, numerous papers have been published on this subject, and various ERD systems have been developed. However, there are still some confusions over the ERD field...