Class Word2VecSynonymFilter
- java.lang.Object
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- org.apache.lucene.util.AttributeSource
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- org.apache.lucene.analysis.TokenStream
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- org.apache.lucene.analysis.TokenFilter
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- org.apache.lucene.analysis.synonym.word2vec.Word2VecSynonymFilter
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- All Implemented Interfaces:
Closeable
,AutoCloseable
,Unwrappable<TokenStream>
public final class Word2VecSynonymFilter extends TokenFilter
Applies single-token synonyms from a Word2Vec trained network to an incomingTokenStream
.- WARNING: This API is experimental and might change in incompatible ways in the next release.
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Nested Class Summary
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Nested classes/interfaces inherited from class org.apache.lucene.util.AttributeSource
AttributeSource.State
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Field Summary
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Fields inherited from class org.apache.lucene.analysis.TokenFilter
input
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Fields inherited from class org.apache.lucene.analysis.TokenStream
DEFAULT_TOKEN_ATTRIBUTE_FACTORY
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Constructor Summary
Constructors Constructor Description Word2VecSynonymFilter(TokenStream input, Word2VecSynonymProvider synonymProvider, int maxSynonymsPerTerm, float minAcceptedSimilarity)
Apply previously built synonymProvider to incoming tokens.
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Method Summary
All Methods Instance Methods Concrete Methods Modifier and Type Method Description boolean
incrementToken()
void
reset()
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Methods inherited from class org.apache.lucene.analysis.TokenFilter
close, end, unwrap
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Methods inherited from class org.apache.lucene.util.AttributeSource
addAttribute, addAttributeImpl, captureState, clearAttributes, cloneAttributes, copyTo, endAttributes, equals, getAttribute, getAttributeClassesIterator, getAttributeFactory, getAttributeImplsIterator, hasAttribute, hasAttributes, hashCode, reflectAsString, reflectWith, removeAllAttributes, restoreState, toString
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Constructor Detail
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Word2VecSynonymFilter
public Word2VecSynonymFilter(TokenStream input, Word2VecSynonymProvider synonymProvider, int maxSynonymsPerTerm, float minAcceptedSimilarity)
Apply previously built synonymProvider to incoming tokens.- Parameters:
input
- input tokenstreamsynonymProvider
- synonym providermaxSynonymsPerTerm
- maximum number of result returned by the synonym searchminAcceptedSimilarity
- minimal value of cosine similarity between the searched vector and the retrieved ones
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Method Detail
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incrementToken
public boolean incrementToken() throws IOException
- Specified by:
incrementToken
in classTokenStream
- Throws:
IOException
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reset
public void reset() throws IOException
- Overrides:
reset
in classTokenFilter
- Throws:
IOException
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