All Downloads are FREE. Search and download functionalities are using the official Maven repository.

edu.ucla.sspace.mains.GwsMain Maven / Gradle / Ivy

Go to download

The S-Space Package is a collection of algorithms for building Semantic Spaces as well as a highly-scalable library for designing new distributional semantics algorithms. Distributional algorithms process text corpora and represent the semantic for words as high dimensional feature vectors. This package also includes matrices, vectors, and numerous clustering algorithms. These approaches are known by many names, such as word spaces, semantic spaces, or distributed semantics and rest upon the Distributional Hypothesis: words that appear in similar contexts have similar meanings.

The newest version!
/*
 * Copyright 2011 David Jurgens
 *
 * This file is part of the S-Space package and is covered under the terms and
 * conditions therein.
 *
 * The S-Space package is free software: you can redistribute it and/or modify
 * it under the terms of the GNU General Public License version 2 as published
 * by the Free Software Foundation and distributed hereunder to you.
 *
 * THIS SOFTWARE IS PROVIDED "AS IS" AND NO REPRESENTATIONS OR WARRANTIES,
 * EXPRESS OR IMPLIED ARE MADE.  BY WAY OF EXAMPLE, BUT NOT LIMITATION, WE MAKE
 * NO REPRESENTATIONS OR WARRANTIES OF MERCHANT- ABILITY OR FITNESS FOR ANY
 * PARTICULAR PURPOSE OR THAT THE USE OF THE LICENSED SOFTWARE OR DOCUMENTATION
 * WILL NOT INFRINGE ANY THIRD PARTY PATENTS, COPYRIGHTS, TRADEMARKS OR OTHER
 * RIGHTS.
 *
 * You should have received a copy of the GNU General Public License
 * along with this program. If not, see .
 */

package edu.ucla.sspace.mains;

import edu.ucla.sspace.common.ArgOptions;
import edu.ucla.sspace.common.SemanticSpace;
import edu.ucla.sspace.common.SemanticSpaceIO.SSpaceFormat;

import edu.ucla.sspace.gws.GenericWordSpace;

import java.io.IOError;
import java.io.IOException;

import java.util.Properties;

/**
 * An executable class for running the {@link GenericWordSpace} from the command
 * line.  See the S-Space
 * documentation for full details on the command line parameters.
 *
 * 

This class is desgined to run multi-threaded and performs well with one * thread per core, which is the default setting. * * @see GenericWordSpace * * @author David Jurgens */ public class GwsMain extends GenericMain { private GwsMain() { } /** * {@inheritDoc} */ protected void addExtraOptions(ArgOptions options) { options.addOption('s', "windowSize", "The number of words to inspect to the left and " + "right of a focus word (default: 5)", true, "INT", "Algorithm Options"); options.addOption('W', "useWordOrder", "Distinguish between relative " + "positions of co-occurrences of the same word " + "(default: false)", false, null, "Algorithm Options"); } public static void main(String[] args) { GwsMain gws = new GwsMain(); try { gws.run(args); } catch (Throwable t) { t.printStackTrace(); } } /** * {@inheritDoc} */ protected SSpaceFormat getSpaceFormat() { return SSpaceFormat.SPARSE_BINARY; } /** * {@inheritDoc} */ protected SemanticSpace getSpace() { return new GenericWordSpace(); } /** * {@inheritDoc} */ protected Properties setupProperties() { // use the System properties in case the user specified them as // -Dprop= to the JVM directly. Properties props = System.getProperties(); if (argOptions.hasOption("windowSize")) { props.setProperty( GenericWordSpace.WINDOW_SIZE_PROPERTY, argOptions.getStringOption("windowSize")); } if (argOptions.hasOption("useWordOrder")) { props.setProperty( GenericWordSpace.USE_WORD_ORDER_PROPERTY, "true"); } return props; } }





© 2015 - 2024 Weber Informatics LLC | Privacy Policy