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Posted to dev@lucene.apache.org by "Steve Rowe (JIRA)" <ji...@apache.org> on 2018/07/25 03:07:00 UTC
[jira] [Commented] (LUCENE-8135) Implement Block-Max WAND
[ https://issues.apache.org/jira/browse/LUCENE-8135?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=16555079#comment-16555079 ]
Steve Rowe commented on LUCENE-8135:
------------------------------------
I opened LUCENE-8427 for a reproducing failure of {{TestBlockMaxConjunction.testRandom()}}.
> Implement Block-Max WAND
> ------------------------
>
> Key: LUCENE-8135
> URL: https://issues.apache.org/jira/browse/LUCENE-8135
> Project: Lucene - Core
> Issue Type: Improvement
> Reporter: Adrien Grand
> Priority: Minor
> Fix For: master (8.0)
>
> Attachments: LUCENE-8135.patch
>
>
> This issue is about building on top of LUCENE-4198 in order to leverage block maximum scores instead of global maximum scores. This is documented in "Faster Top-k Document Retrieval Using Block-Max Indexes" ([http://engineering.nyu.edu/~suel/papers/bmw.pdf)|http://engineering.nyu.edu/~suel/papers/bmw.pdf] and called BMW (Block-Max WAND).
>
> Using block max scores adds overhead to scorers, but also provides better upper bounds of the scores and is expected to remain efficient in presence of outliers (LUCENE-8087).
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