Package org.predict4all.nlp.semantic

Class SemanticDictionaryGenerator

java.lang.Object

org.predict4all.nlp.semantic.SemanticDictionaryGenerator

public class SemanticDictionaryGenerator
extends java.lang.Object

To generate a SemanticDictionary from an input corpus.
This creates a term x term matrix and then reduces it with SVD (via an optimized R script, "Rscript" should be available in path). WARNING : THIS IS A WIP

Constructor Summary

Constructors

Constructor	Description
SemanticDictionaryGenerator(LanguageModel languageModel, WordDictionary wordDictionary, TrainingConfiguration trainingConfiguration)

Method Summary

Modifier and Type	Method	Description
void	executeLSATrainingForR(TrainingCorpus corpus, java.io.File lsaOutputFile, java.util.function.Consumer<java.util.List<? extends TrainerTask>> blockingTaskExecutor)

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Constructor Detail

SemanticDictionaryGenerator

public SemanticDictionaryGenerator(LanguageModel languageModel,
                                   WordDictionary wordDictionary,
                                   TrainingConfiguration trainingConfiguration)
                            throws java.io.IOException

Throws:

java.io.IOException

Method Detail

executeLSATrainingForR

public void executeLSATrainingForR(TrainingCorpus corpus,
                                   java.io.File lsaOutputFile,
                                   java.util.function.Consumer<java.util.List<? extends TrainerTask>> blockingTaskExecutor)
                            throws java.io.IOException

Throws:

java.io.IOException