MSTperl parser (2015-05-19)

Rosa, Rudolf

Please use the following text to cite this item or export to a predefined format:

Rosa, Rudolf, 2015, MSTperl parser (2015-05-19), LINDAT/CLARIAH-CZ digital library at the Institute of Formal and Applied Linguistics (ÚFAL), http://hdl.handle.net/11234/1-1480.

Share

dc.contributor.author	Rosa, Rudolf
dc.date.accessioned	2015-05-19T09:31:18Z
dc.date.available	2015-05-19T09:31:18Z
dc.date.issued	2015-05-19
dc.description	MSTperl is a Perl reimplementation of the MST parser of Ryan McDonald (http://www.seas.upenn.edu/~strctlrn/MSTParser/MSTParser.html). MST parser (Maximum Spanning Tree parser) is a state-of-the-art natural language dependency parser -- a tool that takes a sentence and returns its dependency tree. In MSTperl, only some functionality was implemented the limitations include the following: the parser is a non-projective one, curently with no possibility of enforcing the requirement of projectivity of the parse trees only first-order features are supported, i.e. no second-order or third-order features are possible the implementation of MIRA is that of a single-best MIRA, with a closed-form update instead of using quadratic programming. On the other hand, the parser supports several advanced features: parallel features, i.e. enriching the parser input with word-aligned sentence in other language adding large-scale information, i.e. the feature set enriched with features corresponding to pointwise mutual information of word pairs in a large corpus (CzEng) weighted/unweighted parser model interpolation combination of several instances of the MSTperl parser (through MST algorithm) combination of several existing parses from any parsers (through MST algorithm). The MSTperl parser is tuned for parsing Czech. Trained models are available for Czech, English and German. We can train the parser for other languages on demand, or you can train it yourself -- the guidelines are part of the documentation. The parser, together with detailed documentation, is avalable on CPAN (http://search.cpan.org/~rur/Treex-Parser-MSTperl/).
dc.description.sponsorship	The research has been supported by the EU Seventh Framework Programme under grant agreement 247762 (Faust), and by the grants GAUK116310 and GA201/09/H057.
dc.identifier.uri	http://hdl.handle.net/11234/1-1480
dc.language.iso	ces
dc.language.iso	eng
dc.publisher	Charles University, Faculty of Mathematics and Physics, Institute of Formal and Applied Linguistics (UFAL)
dc.relation	info:eu-repo/grantAgreement/EC/FP7/247762
dc.relation	info:eu-repo/grantAgreement/EC/FP7/610516
dc.relation.replaces	http://hdl.handle.net/11858/00-097C-0000-0023-7AEB-4
dc.rights	Artistic License 2.0
dc.rights.label	PUB
dc.rights.uri	http://opensource.org/licenses/Artistic-2.0
dc.source.uri	https://ufal.mff.cuni.cz/tools/mstperl-parser
dc.subject	parser
dc.subject	NLP
dc.subject	Treex
dc.subject	parsing
dc.subject	dependency
dc.title	MSTperl parser (2015-05-19)
dc.type	toolService
local.branding	LINDAT / CLARIAH-CZ
local.contact.person	Rudolf Rosa rosa@ufal.mff.cuni.cz Charles University in Prague, UFAL
local.files.count	1
local.files.size	83272
local.has.files	yes
local.language.name	Czech
local.language.name	English
local.sponsor	euFunds FP7-ICT-2009-4-247762 European Union Faust info:eu-repo/grantAgreement/EC/FP7/247762
local.sponsor	nationalFunds GAUK 116310/2010 Grantová agentura Univerzity Karlovy v Praze Anglicko-český strojový překlad s využitím hloubkové syntaxe
local.sponsor	nationalFunds GD201/09/H057 Grantová agentura České republiky Res Informatica
local.sponsor	nationalFunds GAUK 15723/2014 Grantová agentura Univerzity Karlovy v Praze Modelování závislostní syntaxe napříč jazyky
local.sponsor	euFunds FP7-ICT-2013-10-610516 European Union Quality Translation by Deep Language Engineering Approaches (QTLeap) info:eu-repo/grantAgreement/EC/FP7/610516
local.sponsor	nationalFunds SVV 260 224 Univerzita Karlova v Praze (mimo GAUK) Specifický vysokoškolský výzkum
metashare.ResourceInfo#ContactInfo#PersonInfo#OrganizationInfo#CommunicationInfo.email	rosa@ufal.mff.cuni.cz
metashare.ResourceInfo#ContactInfo#PersonInfo#OrganizationInfo.organizationName	Charles University in Prague, UFAL
metashare.ResourceInfo#ContactInfo#PersonInfo.givenName	Rudolf
metashare.ResourceInfo#ContactInfo#PersonInfo.surname	Rosa
metashare.ResourceInfo#ContentInfo.detailedType	tool
metashare.ResourceInfo#ContentInfo.resourceType	toolService
metashare.ResourceInfo#DistributionInfo#LicenseInfo.license	Artistic License 2.0
metashare.ResourceInfo#DistributionInfo#LicenseInfo.license	GNU GPL 3
metashare.ResourceInfo#DistributionInfo.availability	unrestrictedUse
metashare.ResourceInfo#IdentificationInfo.resourceName	MSTperl parser
metashare.ResourceInfo#ResourceComponentType#ToolServiceInfo.languageDependent	true