edu.illinois.cs.cogcomp.edison.features.helpers

Class WordEmbeddings

java.lang.Object

edu.illinois.cs.cogcomp.edison.features.helpers.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 int	dimensionalitiesSum
static List<HashMap<String,double[]>>	embeddingByResource
static List<Integer>	embeddingDimensionalities
static List<Boolean>	isLowercasedEmbeddingByResource
static List<String>	resources

Constructor Summary

Constructors

Constructor and Description
WordEmbeddings()

Method Summary

Modifier and Type	Method and Description
static double[]	getEmbedding(Constituent w)
static void	init(List<String> filenames, List<Integer> embeddingDimensionality, List<Integer> minWordAppearanceThres, List<Boolean> isLowecasedEmbedding, List<Double> normalizationConstant, List<WordEmbeddings.NormalizationMethod> methods)
static void	initWithDefaults()

Methods inherited from class java.lang.Object

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

Field Detail

isLowercasedEmbeddingByResource

public static List<Boolean> isLowercasedEmbeddingByResource

resources

public static List<String> resources

embeddingDimensionalities

public static List<Integer> embeddingDimensionalities

dimensionalitiesSum

public static int dimensionalitiesSum

embeddingByResource

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

Constructor Detail

WordEmbeddings

public WordEmbeddings()

Method Detail

initWithDefaults

public static void initWithDefaults()
                             throws IOException

Throws:

IOException

init

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

Throws:

IOException

getEmbedding

public static double[] getEmbedding(Constituent w)