You are viewing a plain text version of this content. The canonical link for it is here.
Posted to issues@hivemall.apache.org by "Makoto Yui (JIRA)" <ji...@apache.org> on 2017/06/20 09:40:00 UTC
[jira] [Updated] (HIVEMALL-118) Support word2vec

     [ https://issues.apache.org/jira/browse/HIVEMALL-118?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ]

Makoto Yui updated HIVEMALL-118:
--------------------------------
    Description: 
Support Distributed Representation, word2vec.

* Original paper http://web2.cs.colmbia.edu/~blei/seminar/2016_discrete_data/readings/MikolovSutskeverChenCorradoDean2013.pdf
* word2vec Explained https://arxiv.org/pdf/1402.3722.pdf
* Network-Efficient Distributed Word2vec Training System for Large Vocabularies https://arxiv.org/abs/1606.08495

Implementations
* https://spark.apache.org/docs/latest/mllib-feature-extraction.html#word2vec https://github.com/apache/spark/pull/1719
* https://github.com/deeplearning4j/deeplearning4j/blob/master/deeplearning4j-scaleout/spark/dl4j-spark-nlp/src/main/java/org/deeplearning4j/spark/models/embeddings/word2vec/Word2Vec.java

  was:
Support Distributed Representation, word2vec.

http://web2.cs.colmbia.edu/~blei/seminar/2016_discrete_data/readings/MikolovSutskeverChenCorradoDean2013.pdf
https://arxiv.org/pdf/1402.3722.pdf

https://spark.apache.org/docs/latest/mllib-feature-extraction.html#word2vec
https://github.com/deeplearning4j/deeplearning4j/blob/master/deeplearning4j-scaleout/spark/dl4j-spark-nlp/src/main/java/org/deeplearning4j/spark/models/embeddings/word2vec/Word2Vec.java


> Support word2vec
> ----------------
>
>                 Key: HIVEMALL-118
>                 URL: https://issues.apache.org/jira/browse/HIVEMALL-118
>             Project: Hivemall
>          Issue Type: New Feature
>            Reporter: Makoto Yui
>
> Support Distributed Representation, word2vec.
> * Original paper http://web2.cs.colmbia.edu/~blei/seminar/2016_discrete_data/readings/MikolovSutskeverChenCorradoDean2013.pdf
> * word2vec Explained https://arxiv.org/pdf/1402.3722.pdf
> * Network-Efficient Distributed Word2vec Training System for Large Vocabularies https://arxiv.org/abs/1606.08495
> Implementations
> * https://spark.apache.org/docs/latest/mllib-feature-extraction.html#word2vec https://github.com/apache/spark/pull/1719
> * https://github.com/deeplearning4j/deeplearning4j/blob/master/deeplearning4j-scaleout/spark/dl4j-spark-nlp/src/main/java/org/deeplearning4j/spark/models/embeddings/word2vec/Word2Vec.java



--
This message was sent by Atlassian JIRA
(v6.4.14#64029)