A Mixture Model for Learning Multi-Sense Word Embeddings.

Dai Quoc Nguyen Dat Quoc Nguyen Ashutosh Modi Stefan Thater Manfred Pinkal

Published in: *SEM (2017)

Keyphrases

mixture model
learning algorithm
probabilistic model
similarity measure
learning process
em algorithm
co occurrence
gaussian mixture model
maximum likelihood
data sets
dimensionality reduction
language model
hidden markov models
prior knowledge
computer vision
learning tasks
density estimation