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Posted to commits@stanbol.apache.org by "Rupert Westenthaler (JIRA)" <ji...@apache.org> on 2015/06/12 15:58:00 UTC

[jira] [Resolved] (STANBOL-1422) Add support for ixa-nerc NER models

     [ https://issues.apache.org/jira/browse/STANBOL-1422?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ]

Rupert Westenthaler resolved STANBOL-1422.
------------------------------------------
       Resolution: Fixed
    Fix Version/s: 1.0.0

added support for IXA NERC with  http://svn.apache.org/r1685056. The extensions are provided by the new {{o.a.s.commons.exa-pipe-nerc}} module. All extensions are registered as OSGI service so that they can be found by OpenNLP.

> Add support for ixa-nerc NER models
> -----------------------------------
>
>                 Key: STANBOL-1422
>                 URL: https://issues.apache.org/jira/browse/STANBOL-1422
>             Project: Stanbol
>          Issue Type: Bug
>            Reporter: Rupert Westenthaler
>            Assignee: Rupert Westenthaler
>             Fix For: 1.0.0
>
>
> The ixa-pipe-nec [1] provides good quality Named Entity Recognition models for English, Spanish, Dutch, German and Italian. However to use those models one needs
> * OpenNLP 1.6.0
> * OpenNLP extensions provided by the ixa-pipe-nec module.
> OpenNLP 1.6.0 is not yet released so we will need to go with a SNAPSHOT version for now. The ixa-pipe-nec module does not support OSGI. So we will need to embed the required classes into a bundle and provide a bundle activator that registers the extensions as OSGI services (with the metadata expected by OpenNLP).
> NOTE: This issue will only cover extensions to Apache Stanbol so that one cane use the provided models. To use the models Users will need to download the ~700Mbyte archive linked on [1] get the OpenNLP modles (*.bin files) and put them into datafiles folder of Apache Stanbol.
> The models use PER, ORG, LOC and MISC as types. So using a configuration for the CustomNERModelEnhancementEngine should do the trick:
> {code}
> # Configuration of org.apache.stanbol.enhancer.engines.opennlp.impl.CustomNERModelEnhancementEngine-ixa_nec.config
> stanbol.engines.opennlp-ner.typeMappings=["PER\ >\ http://dbpedia.org/ontology/Person","ORG\ >\ http://dbpedia.org/ontology/Organisation","LOC\ >\ http://dbpedia.org/ontology/Place","MISC\ >\ skos:Concept"]
> stanbol.enhancer.engine.name="ixa-nerc"
> stanbol.engines.opennlp-ner.nameFinderModels=["de-clusters-dictlbj-conll03.bin","en-91-18-4-class-muc7-conll03-ontonotes-4.0.bin","es-clusters-dictlbj-conll02.bin","it-clusters-evalita09.bin","nl-clusters-dictlbj-conll02.bin","eu-clusters-egunkaria.bin"]
> {code}
> The names of the OpenNLP model files are the values of the {{stanbol.engines.opennlp-ner.nameFinderModels}} property. You will find those files in the NERC-Models 1.5.0 file. See the documentation on [1] for more details and other options.
> [1] https://github.com/ixa-ehu/ixa-pipe-nerc/



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