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From "Yuki Yano (JIRA)" <j...@apache.org>
Subject [jira] [Updated] (SOLR-10811) Speed up MultipleAdditiveTreesModel by using QuickScorer algorithm
Date Thu, 31 Aug 2017 05:58:00 GMT

     [ https://issues.apache.org/jira/browse/SOLR-10811?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
]

Yuki Yano updated SOLR-10811:
-----------------------------
    Attachment: SOLR-10811_master.patch

> Speed up MultipleAdditiveTreesModel by using QuickScorer algorithm
> ------------------------------------------------------------------
>
>                 Key: SOLR-10811
>                 URL: https://issues.apache.org/jira/browse/SOLR-10811
>             Project: Solr
>          Issue Type: Improvement
>      Security Level: Public(Default Security Level. Issues are Public) 
>          Components: contrib - LTR
>            Reporter: Yuki Yano
>            Priority: Minor
>         Attachments: quickscorer_model.pdf, SOLR-10811_master.patch, SOLR-10811.patch
>
>
> QuickScorer is an algorithm which can calculate multiple additive trees fast by using
bitvectors for detecting target leaves.
> It was first published in SIGIR 2015 and won the best paper award of the conference.
> refs: http://zola.di.unipi.it/rossano/wp-content/papercite-data/pdf/sigir15.pdf
> We implemented QuickScorer as one of LTRScoringModel.
> This model uses same configuration of MultipleAdditiveTreesModel, thus it is easy to
replace the model.
> Our experiments show our model can calculate scores about twice faster than MultipleAdditiveTreesModel.



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