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https://issues.apache.org/jira/browse/OPENNLP-88?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=13987615#comment-13987615
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Joern Kottmann commented on OPENNLP-88:
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We recently received a language model contribution which is placed inside the 
OpenNLP sandbox. It would be nice to have a bloom filter implementation too. I 
suggest you come over to the dev list and start a discussion about it. We can 
then figure out with everybody involved what could/should be done.

The language model code itself will probably be moved over to opennlp-tools 
after the 1.6.0 release.

> use bloom filters where appropriate (e.g. language models)
> ----------------------------------------------------------
>
>                 Key: OPENNLP-88
>                 URL: https://issues.apache.org/jira/browse/OPENNLP-88
>             Project: OpenNLP
>          Issue Type: Improvement
>            Reporter: Jason Baldridge
>            Priority: Minor
>
> Bloom filters can be used to drastically reduce the memory requirements for 
> certain kinds of models. For example, see the following papers on using bloom 
> filters to create highly compact language models:
> http://homepages.inf.ed.ac.uk/miles/papers/emnlp07.pdf
> http://homepages.inf.ed.ac.uk/miles/papers/acl07.pdf
> It would be good to find/create an implementation of bloom filters for such 
> uses in OpenNLP.



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