[jira] [Assigned] (SPARK-20903) Word2Vec Skip-Gram + Negative Sampling
[ https://issues.apache.org/jira/browse/SPARK-20903?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Apache Spark reassigned SPARK-20903: Assignee: (was: Apache Spark) > Word2Vec Skip-Gram + Negative Sampling > -- > > Key: SPARK-20903 > URL: https://issues.apache.org/jira/browse/SPARK-20903 > Project: Spark > Issue Type: Sub-task > Components: ML, MLlib >Affects Versions: 2.1.1 >Reporter: Shubham Chopra > > SkipGram + Negative Sampling is shown to be comparative or out-performing the > hierarchical softmax based approach currently implemented with Spark. Since > word2vec is largely a pre-processing step, the performance often can depend > on the application it is being used for, and the corpus it is estimated on. > These implementation give users the choice of picking one that works best for > their use-case. -- This message was sent by Atlassian JIRA (v6.3.15#6346) - To unsubscribe, e-mail: issues-unsubscr...@spark.apache.org For additional commands, e-mail: issues-h...@spark.apache.org
[jira] [Assigned] (SPARK-20903) Word2Vec Skip-Gram + Negative Sampling
[ https://issues.apache.org/jira/browse/SPARK-20903?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Apache Spark reassigned SPARK-20903: Assignee: Apache Spark > Word2Vec Skip-Gram + Negative Sampling > -- > > Key: SPARK-20903 > URL: https://issues.apache.org/jira/browse/SPARK-20903 > Project: Spark > Issue Type: Sub-task > Components: ML, MLlib >Affects Versions: 2.1.1 >Reporter: Shubham Chopra >Assignee: Apache Spark > > SkipGram + Negative Sampling is shown to be comparative or out-performing the > hierarchical softmax based approach currently implemented with Spark. Since > word2vec is largely a pre-processing step, the performance often can depend > on the application it is being used for, and the corpus it is estimated on. > These implementation give users the choice of picking one that works best for > their use-case. -- This message was sent by Atlassian JIRA (v6.3.15#6346) - To unsubscribe, e-mail: issues-unsubscr...@spark.apache.org For additional commands, e-mail: issues-h...@spark.apache.org
