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Posted to issues@lucene.apache.org by "ASF subversion and git services (Jira)" <ji...@apache.org> on 2021/01/15 20:56:00 UTC

[jira] [Commented] (SOLR-14560) Learning To Rank Interleaving

    [ https://issues.apache.org/jira/browse/SOLR-14560?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=17266344#comment-17266344 ] 

ASF subversion and git services commented on SOLR-14560:
--------------------------------------------------------

Commit cb465044d7da5957f6813197edc3fc85aa312efb in lucene-solr's branch refs/heads/master from Cassandra Targett
[ https://gitbox.apache.org/repos/asf?p=lucene-solr.git;h=cb46504 ]

SOLR-14560: ref guide: remove references to XML output when examples are all JSON


> Learning To Rank Interleaving
> -----------------------------
>
>                 Key: SOLR-14560
>                 URL: https://issues.apache.org/jira/browse/SOLR-14560
>             Project: Solr
>          Issue Type: New Feature
>          Components: contrib - LTR
>    Affects Versions: 8.5.2
>            Reporter: Alessandro Benedetti
>            Priority: Minor
>             Fix For: 8.8, master (9.0)
>
>          Time Spent: 10h 10m
>  Remaining Estimate: 0h
>
> Interleaving is an approach to Online Search Quality evaluation that can be very useful for Learning To Rank models:
> [https://sease.io/2020/05/online-testing-for-learning-to-rank-interleaving.html|https://sease.io/2020/05/online-testing-for-learning-to-rank-interleaving.html]
> Scope of this issue is to introduce the ability to the LTR query parser of accepting multiple models (2 to start with).
> If one model is passed, normal reranking happens.
> If two models are passed, reranking happens for both models and the final reranked list is the interleaved sequence of results coming from the two models lists.
> As a first step it is going to be implemented through:
> TeamDraft Interleaving with two models in input.
> In the future, we can expand the functionality adding the interleaving algorithm as a parameter.



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