A long time ago I wanted to port BM25 to the more like this (which is
TF/IDF based).
Also many other refactors were lined up.
I started it but lost traction, so it didn't happen (
https://issues.apache.org/jira/browse/LUCENE-7498,
https://github.com/apache/lucene/issues/8549)

Aside from that the More Like This seems what you want:
https://solr.apache.org/guide/solr/latest/query-guide/morelikethis.html

Cheers
--------------------------
*Alessandro Benedetti*
Director @ Sease Ltd.
*Apache Lucene/Solr Committer*
*Apache Solr PMC Member*

e-mail: [email protected]


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On Fri, 2 Feb 2024 at 11:53, Ohms, Jannis <[email protected]> wrote:

> Hi all
> Is it possible to use the document similarity function as a recommender? I
> use a collection of text documents. Each document contains an abstract. I
> would like to recommend other documents based on the abstract. My
> similarity function is BM25.  My query currently returns only exact matches
> with a high score is it possible to receive more documents with a lower
> score?
> Is it possible to configure BM25 as a similarity function for more like
> this ?
> Which similarity Function is implemented by more like this ?
>
> Thanks
>

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