Does semantics aid syntax? An empirical study on named entity recognition and classification

• Main Authors: Zhong, Xiaoshi, Cambria, Erik, Hussain, Amir
• Other Authors: School of Computer Science and Engineering
• Format: Article
• Language: English
• Published: 2022
• Subjects: Engineering::Computer science and engineering; Semantics; Syntax
• Online Access: https://hdl.handle.net/10356/160702
• Institution: Nanyang Technological University

Many researchers jointly model multiple linguistic tasks (e.g., joint modeling of named entity recognition and named entity classification and joint modeling of syntactic parsing and semantic parsing) with an implicit assumption that these individual tasks can enhance each other via the joint modeli...