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https://issues.apache.org/jira/browse/HIVEMALL-118?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Makoto Yui updated HIVEMALL-118:
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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
* Parallelizing Word2Vec in Shared and Distributed Memory
https://pdfs.semanticscholar.org/cced/c38f68ffaf51cf8c31cd6c6b5c2cf033f91a.pdf
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.
* 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
> 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
> * Parallelizing Word2Vec in Shared and Distributed Memory
> https://pdfs.semanticscholar.org/cced/c38f68ffaf51cf8c31cd6c6b5c2cf033f91a.pdf
> 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
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