Constructing a word similarity graph from vector based word representation for named entity recognition

• Main Authors: Feria, Miguel, Balbin, Juan Paolo Santos, Bautista, Francis Michael
• Format: text
• Published: Animo Repository 2018
• Subjects: Linguistics—Graphic methods; Semantics—Mathematical models; Computer Sciences; Mathematics
• Online Access: https://animorepository.dlsu.edu.ph/faculty_research/3405; https://animorepository.dlsu.edu.ph/context/faculty_research/article/4407/type/native/viewcontent/0006926201660171.html
• Institution: De La Salle University

In this paper, we discuss a method for identifying a seed word that would best represent a class of named entities in a graphical representation of words and their similarities. Word networks, or word graphs, are representations of vectorized text where nodes are the words encountered in a corpus, a...