Open AccessCircles are like Ellipses, or Ellipses are like Circles? Measuring the Degree of Asymmetry of Static and Contextual Word Embeddings and the Implications to Representation Learning
Author(s) -
Wei Zhang,
Murray Campbell,
Yang Yu,
Sadhana Kumaravel
Publication year - 2021
Publication title -
proceedings of the ... aaai conference on artificial intelligence
Language(s) - English
Resource type - Journals
eISSN - 2374-3468
pISSN - 2159-5399
DOI - 10.1609/aaai.v35i16.17701
Subject(s) - embedding , asymmetry , similarity (geometry) , computer science , natural language processing , artificial intelligence , word (group theory) , ellipse , representation (politics) , degree (music) , word embedding , quality (philosophy) , mathematics , epistemology , image (mathematics) , philosophy , physics , geometry , quantum mechanics , politics , political science , acoustics , law