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<h1>MaltParser</h1>
<div id="navtop">Modified: February 18 2018</div>
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<h2>Changes</h2>
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<div class="section">
<h3>Release history</h3>
<table class="bodyTable">
<tr class="a"><th>Version</th><th>Date</th><th>Description</th></tr>
<tr class="b"><td><a href="#v1.9.2">1.9.2</a></td><td>February 18 2018</td><td>Minor bug fixes</td></tr>
<tr class="b"><td><a href="#v1.9.1">1.9.1</a></td><td>July 30 2017</td><td>Minor fix to be able to read CoNLL-U data format version 2.</td></tr>
<tr class="b"><td><a href="#v1.9.0">1.9.0</a></td><td>June 4 2016</td><td>Added support for CoNLL-U data format and some refactoring and minor fixes.</td></tr>
<tr class="b"><td><a href="#v1.8.1">1.8.1</a></td><td>November 22 2014</td><td>Minor fixes</td></tr>
<tr class="b"><td><a href="#v1.8">1.8</a></td><td>May 5 2014</td><td>New interface to a concurrent "light-weighted" parser.</td></tr>
<tr class="b"><td><a href="#v1.7.2">1.7.2</a></td><td>September 25 2012</td><td></td></tr>
<tr class="b"><td><a href="#v1.7.1">1.7.1</a></td><td>April 9 2012</td><td>Minor fixes</td></tr>
<tr class="b"><td><a href="#v1.7">1.7</a></td><td>March 12 2012</td><td>Several changes please read the notes below.</td></tr>
<tr class="b"><td><a href="#v1.6.1">1.6.1</a></td><td>September 21 2011</td><td>Improvement of the MaltParserService. Some improvements during training.</td></tr>
<tr class="b"><td><a href="#v1.6">1.6</a></td><td>August 21 2011</td><td>More sparse representation of the liblinear model, this change requires that a parser model is retrained.</td></tr>
<tr class="b"><td><a href="#v1.5.3">1.5.3</a></td><td>August 1 2011</td><td>Fixed problem that the symbol table is increasing during parsing.</td></tr>
<tr class="b"><td><a href="#v1.5.2">1.5.2</a></td><td>July 8 2011</td><td>Minor fixes</td></tr>
<tr class="b"><td><a href="#v1.5.1">1.5.1</a></td><td>May 12 2011</td><td>Fixed a bug that cause MaltParser to crash under Windows</td></tr>
<tr class="b"><td><a href="#v1.5">1.5</a></td><td>April 21 2011</td><td>Large update and requires that a parser model is retrained.</td></tr>
<tr class="b"><td><a href="#v1.4.1">1.4.1</a></td><td>July 15 2010</td><td>Some minor bug fixes</td></tr>
<tr class="b"><td><a href="#v1.4">1.4</a></td><td>July 2 2010</td><td>New parsing algorithms, new functionality and some other changes and bugfixes</td></tr>
<tr class="b"><td><a href="#v1.3.1">1.3.1</a></td><td>November 14 2009</td><td>Some minor improvements and bug fixes</td></tr>
<tr class="b"><td><a href="#v1.3">1.3</a></td><td>September 30 2009 </td><td>Large update</td></tr>
<tr class="b"><td><a href="#v1.2">1.2</a></td><td>December 10 2008</td><td>Large update</td></tr>
<tr class="b"><td><a href="#v1.1">1.1</a></td><td>June 5 2008</td><td>Large update</td></tr>
<tr class="b"><td><a href="#v1.0.4">1.0.4</a></td><td>February 22 2008</td><td>Some minor improvements and bug fixes</td></tr>
<tr class="b"><td><a href="#v1.0.3">1.0.3</a></td><td>January 26 2008</td><td>Some minor bug fixes</td></tr>
<tr class="b"><td><a href="#v1.0.2">1.0.2</a></td><td>January 10 2008</td><td>Some minor bug fixes</td></tr>
<tr class="b"><td><a href="#v1.0.1">1.0.1</a></td><td>November 13 2007</td><td>Binaries built with JDK1.5, instead of JDK1.6.</td></tr>
<tr class="b"><td><a href="#v1.0.0">1.0.0</a></td><td>November 9 2007</td><td>First release</td></tr>
</table>
<h3 id="v1.9.2">MaltParser 1.9.2</h3>
<table class="bodyTable">
<tr class="a"><th>Changes</th></tr>
<tr class="b"><td>Bugfix: MergeFeature3 had a copy/paste error should be thirdInt not secondInt. </td></tr>
<tr class="b"><td>Bugfix: LWDeprojectivizer: wrong initialization of markingStrategy constants. </td></tr>
<tr class="b"><td>Bugfix: LWDeprojectivizer: in some rare situations with very long sentence and with deep structure the deprojectivizer went into infinite recursion. </td></tr>
</table>
<h3 id="v1.9.1">MaltParser 1.9.1</h3>
<table class="bodyTable">
<tr class="a"><th>Changes</th></tr>
<tr class="b"><td>CoNLL-U data format allow empty nodes like <i>i</i>.1 and with this minor fix MaltParser can read and write these empty nodes as comments.</td></tr>
</table>
<h3 id="v1.9.0">MaltParser 1.9.0</h3>
<table class="bodyTable">
<tr class="a"><th>Changes</th></tr>
<tr class="b"><td>Added support for CoNLL-U data format</td></tr>
<tr class="b"><td>Some refacoring, minor performance-tuning and fixes</td></tr>
</table>
<h3 id="v1.8.1">MaltParser 1.8.1</h3>
<table class="bodyTable">
<tr class="a"><th>Changes</th></tr>
<tr class="b"><td>Some bug fixes to the concurrent interface</td></tr>
</table>
<h3 id="v1.8">MaltParser 1.8</h3>
<table class="bodyTable">
<tr class="a"><th>Changes</th></tr>
<tr class="b"><td>A new concurrent interface that uses a more "light-weighted" parser and can hopefully be used in a multi-threaded environment. Note: If you need an interface to MaltParser
during training of parser models then you have to use the old interface.</td></tr>
<tr class="b"><td>Added enforce_tree options to Nivre Arc-eager (thanks to Daniel Fernández-González)</td></tr>
<tr class="b"><td>Some minor changes throughout the code.</td></tr>
</table>
<h3 id="v1.7.2">MaltParser 1.7.2</h3>
<table class="bodyTable">
<tr class="a"><th>Changes</th></tr>
<tr class="b"><td>Add a new option group "multiplanar" that affect the parsing algorithm planar and 2-planar (thanks to Carlos Gómez-Rodríguez)</td></tr>
<tr class="b"><td>Liblinear is now the default learner.Liblinear is now the default learner.</td></tr>
<tr class="b"><td>Liblinear interface: Abort and presentation of an error message when number of training instances * number of classes > Integer.MAX_VALUE (limitation of the size of Java array)</td></tr>
<tr class="b"><td>Liblinear interface: Improvement of the performance of the memory optimization.</td></tr>
<tr class="b"><td>SystemInfo: MaltParser version and build date are not loaded from the manifest-file. Instead version and build date are read from a new file in appdata. </td></tr>
<tr class="b"><td>SystemInfo: Removed the code that tries to find the path to the maltparser-version.jar. The code is not needed anymore and cause problems for MaltParserService users.</td></tr>
<tr class="b"><td>MaltParserService and OptionManager: Fixed problems when loading /appdata/options.xml from the jar-file</td></tr>
<tr class="b"><td>ConfigurationDir: fixed URL-problems when loading files from the parser model .mco-file (thanks to Michael Schmitz)</td></tr>
<tr class="b"><td>New API examples ParseSentence4: shows how to use MaltParserService with a mco-file nested in a jar-file.</td></tr>
</table>
<h3 id="v1.7.1">MaltParser 1.7.1</h3>
<table class="bodyTable">
<tr class="a"><th>Changes</th></tr>
<tr class="b"><td>Added deterministic action to the parsing algorithms Covington non-projective and Covington projective.</td></tr>
<tr class="b"><td>Fixed a bug with option containers that cause problem when using several parser models via MaltParserService</td></tr>
<tr class="b"><td>Synchronizing the TreeMap that handles the option values.</td></tr>
<tr class="b"><td>Minor adjustments to the documentation.</td></tr>
</table>
<h3 id="v1.7">MaltParser 1.7</h3>
<table class="bodyTable">
<tr class="a"><th>Changes</th></tr>
<tr class="b"><td>Name of jar-file changed to maltparser-<em><version></em>.jar, where <em><version></em> is the current version of MaltParser.</td></tr>
<tr class="b"><td>Two dependent Java libraries stax-1.2.0.jar and jsr173_1.0_api.jar removed, because the functionality is included in Java 1.6 or later.</td></tr>
<tr class="b"><td>The machine learning package liblinear 1.7 replaced by liblinear 1.8.</td></tr>
<tr class="b"><td>MaltParser 1.7 (and later versions) made available via the official Maven repository.</td></tr>
<tr class="b"><td>Two new options allow_root and allow_reduce added for the Nivre parsing algorithm. These two options replace the older root_handling option from version 1.7 onwards.</td></tr>
<tr class="b"><td>Minor bug fixes in the pseudo-projective parsing component.</td></tr>
<tr class="b"><td>During parsing MaltParser will also search in the java class path(s) to find the parser model (.mco-file).</td></tr>
<tr class="b"><td>Some minor changes throughout the code.</td></tr>
</table>
<h3 id="v1.6.1">MaltParser 1.6.1</h3>
<table class="bodyTable">
<tr class="a"><th>Changes</th></tr>
<tr class="b"><td>The release of 1.6 reduced the memory usage of the liblinear model, but one drawback was that the training time increased a lot for complex models. This release tries to reduce this training time.</td></tr>
<tr class="b"><td>MaltParserService has been equipped with few more methods that makes it easier to develop client/server applications.</td></tr>
<tr class="b"><td>Some minor changes throughout the code.</td></tr>
</table>
<h3 id="v1.6">MaltParser 1.6</h3>
<table class="bodyTable">
<tr class="a"><th>Changes</th></tr>
<tr class="b"><td>This update address the problem that the liblinear model use a lot of memory.
<ul>
<li>First, all features that have zero weights for all candidates are now removed during training.</li>
<li>Second, all features that have the same weights for all candidates shares the weight array.</li>
<li>Third, all ending zeros in the weight array are removed.</li>
</ul>
</td></tr>
<tr class="b"><td>Build target (javac.target) are now 1.6. If you want to run MaltParser with Java 5 you have to change javac.target to 1.5 and rebuild MaltParser. We have also tested MaltParser with Java 7 and it works fine.</td></tr>
</table>
<h3 id="v1.5.3">MaltParser 1.5.3</h3>
<table class="bodyTable">
<tr class="a"><th>Changes</th></tr>
<tr class="b"><td>Fixed a problem with identifying the correct version of malt-<version>.jar when there are several malt-<version>.jar</td></tr>
<tr class="b"><td>Fixed a problem that the symbol table is increasing with new strings during parsing time.</td></tr>
</table>
<h3 id="v1.5.2">MaltParser 1.5.2</h3>
<table class="bodyTable">
<tr class="a"><th>Changes</th></tr>
<tr class="b"><td>Problem when using MaltParser within a servlet. By making Util.findURL() and Util.findURLinJars() non-static and using getClass().getResource() instead resolves the problem. thanks to Adriane Boyd.</td></tr>
<tr class="b"><td>Fixed a bug when merging Distance, NumOf and Exists features.</td></tr>
<tr class="b"><td>Fixed some minor errors in the User guide. Legal values of the second arguments of the NumOf feature are LDEPS, RDEPS, DEPS.</td></tr>
<tr class="b"><td>Some minor changes throughout the code.</td></tr>
</table>
<h3 id="v1.5.1">MaltParser 1.5.1</h3>
<table class="bodyTable">
<tr class="a"><th>Changes</th></tr>
<tr class="b"><td>Fixed a bug that cause MaltParser to crash under Windows</td></tr>
</table>
<h3 id="v1.5">MaltParser 1.5</h3>
<table class="bodyTable">
<tr class="a"><th>Changes</th></tr>
<tr class="b"><td>Total re-implementation of the interface to liblinear and libsvm.</td></tr>
<tr class="b"><td>Correction of some bugs in pseudo-projective parsing.</td></tr>
<tr class="b"><td>Minor changes to the specification of the data format.</td></tr>
<tr class="b"><td>Added the possibility to add numeric fields in the data format and use numeric features in the feature model.</td></tr>
<tr class="b"><td>Removed the implementation of phrase structure parsing. Use MaltParser 1.2 instead.</td></tr>
<tr class="b"><td>Removed the null value option called 'RootLabel'.</td></tr>
<tr class="b"><td>Replaced Java's HashMap and HashSet with Google's memory efficient HashMap and HashSet.</td></tr>
<tr class="b"><td>Minor updates of the MaltParser API.</td></tr>
<tr class="b"><td>Some minor changes throughout the code.</td></tr>
</table>
<h3 id="v1.4.1">MaltParser 1.4.1</h3>
<table class="bodyTable">
<tr class="a"><th>Changes</th></tr>
<tr class="b"><td>Fixed a problem introduced in 1.4 with path separator in Microsoft Windows environment</td></tr>
</table>
<h3 id="v1.4">MaltParser 1.4</h3>
<table class="bodyTable">
<tr class="a"><th>Changes</th></tr>
<tr class="b"><td>Two new parsing algorithms 'planar' and 'twoplanar' written by Carlos Gómez-Rodríguez.</td></tr>
<tr class="b"><td>Replaced the libsvm.jar with LIBSVM version 2.91.</td></tr>
<tr class="b"><td>Replaced the liblinear.jar with Liblinear version 1.51.</td></tr>
<tr class="b"><td>The default options of the liblinear options is changed from '-s_1_-c_1_-e_0.1_-B_1' to '-s_4_-c_0.1'.</td></tr>
<tr class="b"><td>The parser model file '.mco' is not unpacked during parsing, instead the parser reads models and other information directly from the file.</td></tr>
<tr class="b"><td>New functionality that allows partial dependency trees to be parsed.</td></tr>
<tr class="b"><td>New functionality that allows propagation of column values towards the root of the dependency graph when doing a labeled transition.</td></tr>
<tr class="b"><td>MaltParserService that makes it easier for third-party applications to call MaltParser.</td></tr>
<tr class="b"><td>Seven examples that show how to use MaltParser from other applications.</td></tr>
</table>
<h3 id="v1.3.1">MaltParser 1.3.1</h3>
<table class="bodyTable">
<tr class="a"><th>Changes</th></tr>
<tr class="b"><td>Improved the performance of the liblinear learner interface.</td></tr>
<tr class="b"><td>'_' character does not mean ignore dependency label in the TabReader.</td></tr>
<tr class="b"><td>It is now possible to have file names with blanks.</td></tr>
<tr class="b"><td>Better error message if a column is an empty string in TabReader.</td></tr>
<tr class="b"><td>Corrected the StackProjective.xml feature model file.</td></tr>
</table>
<h3 id="v1.3">MaltParser 1.3</h3>
<table class="bodyTable">
<tr class="a"><th>Changes</th></tr>
<tr class="b"><td>New design of the org.maltparser.parser package</td></tr>
<tr class="b"><td>Reimplementation of the four existing parser algorithms (Nivre arc-eager, Nivre arc-standard, Covington projective and Covington non-projective) in the new design.</td></tr>
<tr class="b"><td>Three new parsing algorithms: Stack projective, Stack eager and Stack lazy</td></tr>
<tr class="b"><td>Removal of malt-0.4 support</td></tr>
<tr class="b"><td>Removal of post-processing for Nivre arc-eager and Nivre arc-standard</td></tr>
<tr class="b"><td>Fixed a bug in Nivre arc-eager with root handling <em>strict</em> that affects the results</td></tr>
<tr class="b"><td>Interface to liblinear</td></tr>
<tr class="b"><td>New address functions: ANC, PANC, LDESC, PLDESC, RDESC, PRDESC</td></tr>
<tr class="b"><td>New feature functions: Distance, Exists, NumOf, InputArc and InputArcDir</td></tr>
<tr class="b"><td>Some minor changes throughout the code.</td></tr>
<tr class="b"><td>The changes may require retraining of parser models.</td></tr>
</table>
<h3 id="v1.2">MaltParser 1.2</h3>
<table class="bodyTable">
<tr class="a"><th>Changes</th></tr>
<tr class="b"><td>New functionality: TigerXML reader and writer for parsing phrase structure.</td></tr>
<tr class="b"><td>A total reimplementation of the data structure maintaining the dependency graph and the phrase structure graph (syntax graph package)</td></tr>
<tr class="b"><td>Transformation between phrase structure and dependency graph relocated to the new syntax graph package.</td></tr>
<tr class="b"><td>Moved large part of the code in SingleMalt configuration a level up into concept called flow charts, which makes much easier to use MaltParser within third-part software.</td></tr>
<tr class="b"><td>The new syntax graph package and the flow chart package cause changes in must of the classes.</td></tr>
<tr class="b"><td>The option --singlemalt-mode is replaced by --config-flowchart.</td></tr>
<tr class="b"><td>Some minor changes throughout the code.</td></tr>
<tr class="b"><td>The changes may require retraining of parser models, especially parser models trained with Negra format.</td></tr>
</table>
<h3 id="v1.1">MaltParser 1.1</h3>
<table class="bodyTable">
<tr class="a"><th>Changes</th></tr>
<tr class="b"><td>New functionality: prediction strategy, which makes it possible to divide the prediction of the parser action into several predictions.</td></tr>
<tr class="b"><td>New functionality: phrase structure parser that recovers both continuous and discontinuous phrases with both phrase labels and grammatical functions
by automatically transforming the phrase structure representations into dependency representations with complex arc labels.</td></tr>
<tr class="b"><td>A total reimplementation of the feature model system.</td></tr>
<tr class="b"><td>New feature types: for example PrefixFeature, MergeFeature and Merge3Feature</td></tr>
<tr class="b"><td>Better integration of the pseudo-projective parsing.</td></tr>
<tr class="b"><td>Rather large reimplementation of the guide system.</td></tr>
<tr class="b"><td>Divided the Single Malt configuration class into several classes and relocated the class to the package org.maltparser.parser.config.</td></tr>
<tr class="b"><td>Rather large changes to the IO system and relocation of these classes into the package org.maltparser.core.io.</td></tr>
<tr class="b"><td>New functionality: NEGRA reader and writer for parsing phrase structure.</td></tr>
<tr class="b"><td>The plugin and options management implements the singleton design pattern, which loads these classes independently on the MaltConsoleEngine.</td></tr>
<tr class="b"><td>Much of the code in MaltConsoleEngine is relocated to other classes, which makes it easier to create other programs based on MaltParser classes.</td></tr>
<tr class="b"><td>Some minor changes throughout the code.</td></tr>
</table>
<h3 id="v1.0.4">MaltParser 1.0.4</h3>
<table class="bodyTable">
<tr class="a"><th>Changes</th></tr>
<tr class="b"><td>The default value of the class separator option has been changed to the tilde character (~) instead of underscore (_), because it is quite common that underscore is present in dependency labels.</td></tr>
<tr class="b"><td>Improved the portability of a MaltParser configuration file (.mco) between different platforms.</td></tr>
<tr class="b"><td>Pre-compiled regular expression used for splitting strings.</td></tr>
<tr class="b"><td>Improved memory usage when training an SVM model with an external LIBSVM trainer.</td></tr>
<tr class="b"><td>Improved error handling when invoking the external LIBSVM trainer.</td></tr>
<tr class="b"><td>Slightly improved memory usage of the trie symbol table.</td></tr>
</table>
<h3 id="v1.0.3">MaltParser 1.0.3</h3>
<table class="bodyTable">
<tr class="a"><th>Changes</th></tr>
<tr class="b"><td>Fixed some minor bugs</td></tr>
<tr class="b"><td>Added an error message when LIBSVM runs out of memory</td></tr>
<tr class="b"><td>Removed the file "using.htm" from the documentation.</td></tr>
</table>
<h3 id="v1.0.2">MaltParser 1.0.2</h3>
<table class="bodyTable">
<tr class="a"><th>Changes</th></tr>
<tr class="b"><td>A configuration file (.mco) was not unpacked in the working directory.</td></tr>
<tr class="b"><td>URL to feature specification file and data format file were not handled correct.</td></tr>
</table>
<h3 id="v1.0.1">MaltParser 1.0.1</h3>
<table class="bodyTable">
<tr class="a"><th>Changes</th></tr>
<tr class="b"><td>Binaries built with JDK1.5 instead of JDK1.6.</td></tr>
<tr class="b"><td>Some minor bug fixes</td></tr>
</table>
<h3 id="v1.0.0">MaltParser 1.0.0</h3>
<p>This is the first release of the Java implementation of MaltParser, so there are no changes.</p>
<p id="footer">Copyright © Johan Hall, Jens Nilsson and Joakim Nivre</p>
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