Supervised Understanding of Word Embeddings

no code implementations • 23 Jun 2020 • Halid Ziya Yerebakan, Parmeet Bhatia, Yoshihisa Shinagawa

We have shown that the method creates interpretable projections of original embedding dimensions.

Transfer Learning Word Embeddings

Document Representation Learning for Patient History Visualization

no code implementations • COLING 2018 • Halid Ziya Yerebakan, Yoshihisa Shinagawa, Parmeet Bhatia, Yiqiang Zhan

To facilitate this, we have used a representation learning algorithm that creates a semantic representation space for documents where the clinically related documents lie close to each other.

Clustering Representation Learning