Liang-Chi Hsieh created SPARK-7641:
--------------------------------------
Summary: Add subsampling of frequent words for Word2Vec
Key: SPARK-7641
URL: https://issues.apache.org/jira/browse/SPARK-7641
Project: Spark
Issue Type: Improvement
Components: MLlib
Reporter: Liang-Chi Hsieh
According to the paper [1], subsampling frequent words can accelerate learning
and significantly improves the accuracy of the learned vectors. This ticket is
proposed to add it into current Word2Vec.
[1] Tomas Mikolov et al., "Distributed Representations of Words and Phrases and
their Compositionality"
--
This message was sent by Atlassian JIRA
(v6.3.4#6332)
---------------------------------------------------------------------
To unsubscribe, e-mail: issues-unsubscr...@spark.apache.org
For additional commands, e-mail: issues-h...@spark.apache.org
