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...
Ausführliche Beschreibung
Bibliographische Detailangaben
| 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. |