Polysemy Detection in Distributed Representation of Word Sense
Data Structures and Algorithms
2017-09-27 v1 Computation and Language
Abstract
In this paper, we propose a statistical test to determine whether a given word is used as a polysemic word or not. The statistic of the word in this test roughly corresponds to the fluctuation in the senses of the neighboring words a nd the word itself. Even though the sense of a word corresponds to a single vector, we discuss how polysemy of the words affects the position of vectors. Finally, we also explain the method to detect this effect.
Keywords
Cite
@article{arxiv.1709.08858,
title = {Polysemy Detection in Distributed Representation of Word Sense},
author = {Kana Oomoto and Haruka Oikawa and Eiko Yamamoto and Mitsuo Yoshida and Masayuki Okabe and Kyoji Umemura},
journal= {arXiv preprint arXiv:1709.08858},
year = {2017}
}
Comments
The 9th International Conference on Knowledge and Smart Technology (KST-2017)