Visual Exploration of Semantic Relationships in Neural Word Embeddings

Constructing distributed representations for words through neural language models and using the resulting vector spaces for analysis has become a crucial component of natural language processing (NLP). However, despite their widespread application, little is known about the structure and properties...

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Veröffentlicht in:IEEE transactions on visualization and computer graphics. - 1996. - 24(2018), 1 vom: 15. Jan., Seite 553-562
1. Verfasser: Liu, Shusen (VerfasserIn)
Weitere Verfasser: Bremer, Peer-Timo, Thiagarajan, Jayaraman J, Srikumar, Vivek, Wang, Bei, Livnat, Yarden, Pascucci, Valerio
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2018
Zugriff auf das übergeordnete Werk:IEEE transactions on visualization and computer graphics
Schlagworte:Journal Article Research Support, U.S. Gov't, Non-P.H.S.