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Posted to dev@lucene.apache.org by "Tomoko Uchida (JIRA)" <ji...@apache.org> on 2016/05/05 13:26:12 UTC

[jira] [Created] (LUCENE-7273) New kuromoji TokenFilter to keep tokens by part-of-speech tags

Tomoko Uchida created LUCENE-7273:
-------------------------------------

             Summary: New kuromoji TokenFilter to keep tokens by part-of-speech tags
                 Key: LUCENE-7273
                 URL: https://issues.apache.org/jira/browse/LUCENE-7273
             Project: Lucene - Core
          Issue Type: Improvement
          Components: modules/analysis
            Reporter: Tomoko Uchida
            Priority: Minor


Kuromoji has JapanesePartOfSpeechStopFilter to drop tokens by their part-of-speech tags. In some cases, it would be convenient to keep tokens according to "keep" POS tags list.

Example usage:
{code:java}
// keeps proper nouns - location names only
String[] tags = new String[]{"名詞-固有名詞-地域-一般"};
Set<String> keeptags = new HashSet<>();
for (String tag: tags) {
  keeptags.add(tag);
}
JapaneseTokenizer tokenizer = new JapaneseTokenizer(null, false, JapaneseTokenizer.Mode.SEARCH);
JapanesePartOfSpeechKeepFilter stream = new JapanesePartOfSpeechKeepFilter(tokenizer, keeptags);
{code}

{code:xml}
<!-- (Solr) analyzer definition -->
<fieldType name="text_ja_propernoun" class="solr.TextField" positionIncrementGap="100" 
           autoGeneratePhraseQueries="false">
    <analyzer>
        <tokenizer class="solr.JapaneseTokenizerFactory" mode="normal"/>
        <filter class="solr.CJKWidthFilterFactory"/>
        <filter class="solr.JapanesePartOfSpeechKeepFilterFactory" tags="lang/keeptags_ja.txt" />
        <filter class="solr.JapaneseKatakanaStemFilterFactory" minimumLength="4"/>
        <filter class="solr.LowerCaseFilterFactory"/>
    </analyzer>
</fieldType>
{code}

Of course it can be achieved by using JapanesePartOfSpeechStopFilter, however because there are about 70 part-of-speeches, it can be cumbersome to list all stop tags to keep tokens with few POS tags of interest.

I'll add a patch soon.



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