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From "Jason Baldridge (JIRA)" <j...@apache.org>
Subject [jira] Created: (OPENNLP-88) use bloom filters where appropriate (e.g. language models)
Date Tue, 25 Jan 2011 21:12:01 GMT
use bloom filters where appropriate (e.g. language models)
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                 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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