Mapping Distributional Semantics to Property Norms with Deep Neural Networks

Word embeddings have been very successful in many natural language processing tasks, but they characterize the meaning of a word/concept by uninterpretable “context signatures”. Such a representation can render results obtained using embeddings difficult to interpret. Neighboring...

Full description

Bibliographic Details
Main Authors: Dandan Li, Douglas Summers-Stay
Format: Article
Language:English
Published: MDPI AG 2019-05-01
Series:Big Data and Cognitive Computing
Subjects:
Online Access:https://www.mdpi.com/2504-2289/3/2/30