edu.illinois.cs.cogcomp.ner.ExpressiveFeatures

Class WordEmbeddings

java.lang.Object

edu.illinois.cs.cogcomp.ner.ExpressiveFeatures.WordEmbeddings

public class WordEmbeddings
extends Object

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
static class	WordEmbeddings.NormalizationMethod

Field Summary

Fields

Modifier and Type	Field and Description
static Vector<Integer>	dimensionalities
static int	dimensionalitiesSum
static Vector<HashMap<String,double[]>>	embeddingByResource
static Vector<Boolean>	isLowecasedEmbeddingByResource
static Vector<String>	resources

Constructor Summary

Constructors

Constructor and Description
WordEmbeddings()

Method Summary

Modifier and Type	Method and Description
static double[]	getEmbedding(NEWord w)
static void	init(Vector<String> filenames, Vector<Integer> embeddingDimensionality, Vector<Integer> minWordAppearanceThres, Vector<Boolean> isLowecasedEmbedding, Vector<Double> normalizationConstant, Vector<WordEmbeddings.NormalizationMethod> methods)
static void	printOovData(Data data)

Methods inherited from class java.lang.Object

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

Field Detail

isLowecasedEmbeddingByResource

public static Vector<Boolean> isLowecasedEmbeddingByResource

resources

public static Vector<String> resources

dimensionalities

public static Vector<Integer> dimensionalities

dimensionalitiesSum

public static int dimensionalitiesSum

embeddingByResource

public static Vector<HashMap<String,double[]>> embeddingByResource

Constructor Detail

WordEmbeddings

public WordEmbeddings()

Method Detail

init

public static void init(Vector<String> filenames,
                        Vector<Integer> embeddingDimensionality,
                        Vector<Integer> minWordAppearanceThres,
                        Vector<Boolean> isLowecasedEmbedding,
                        Vector<Double> normalizationConstant,
                        Vector<WordEmbeddings.NormalizationMethod> methods)

getEmbedding

public static double[] getEmbedding(NEWord w)

printOovData

public static void printOovData(Data data)