Search Results for author: P. Jayashree

Found 2 papers, 0 papers with code

Evaluation of Deep Gaussian Processes for Text Classification

no code implementations LREC 2020 P. Jayashree, P. K. Srijith

With the tremendous success of deep learning models on computer vision tasks, there are various emerging works on the Natural Language Processing (NLP) task of Text Classification using parametric models.

Gaussian Processes General Classification +4

Learning Multi-Sense Word Distributions using Approximate Kullback-Leibler Divergence

no code implementations12 Nov 2019 P. Jayashree, Ballijepalli Shreya, P. K. Srijith

We propose to learn the Gaussian mixture representation of words using a Kullback-Leibler (KL) divergence based objective function.

Word Embeddings Word Similarity

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