PSDVec: A toolbox for incremental and scalable word embedding

• Main Authors: Li, Shaohua, Zhu, Jun, Miao, Chunyan
• Other Authors: School of Computer Science and Engineering
• Format: Article
• Language: English
• Published: 2017
• Subjects: Word embedding; Matrix factorization
• Online Access: https://hdl.handle.net/10356/83166; http://hdl.handle.net/10220/42454
• Institution: Nanyang Technological University

PSDVec is a Python/Perl toolbox that learns word embeddings, i.e. the mapping of words in a natural language to continuous vectors which encode the semantic/syntactic regularities between the words. PSDVec implements a word embedding learning method based on a weighted low-rank positive semidefinite...