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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