open source software for machine learning
Tài liệu Báo cáo khoa học: "An Open Source Toolkit for Phrase-based and Syntax-based Machine Translation" docx
... error rate training for weight tuning. 1 Introduction We present NiuTrans, a new open source machine translation toolkit, which was developed for constructing high quality machine translation ... We present a new open source toolkit for phrase-based and syntax-based machine translation. The toolkit supports several state-of-the-art models developed in statistical machine translation, ... Association for Computational Linguistics, pages 19–24,Jeju, Republic of Korea, 8-14 July 2012.c2012 Association for Computational LinguisticsNiuTrans: An Open Source Toolkit for Phrase-based...
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Báo cáo khoa học: "An Open Source Toolkit for Tree/Forest-Based Statistical Machine Translation" ppt
... Republic of Korea, 8-14 July 2012.c2012 Association for Computational LinguisticsAkamon: An Open Source Toolkit for Tree/Forest-Based Statistical Machine Translation∗Xianchao Wu†, Takuya Matsuzaki∗, ... Institute of Informatics‡Microsoft Research Asiawuxianchao@gmail.com,takuya-matsuzaki@nii.ac.jp,jtsujii@microsoft.comAbstractWe describe Akamon, an open source toolkit for tree and forest-based ... demonstration, we would like to provide abrief tutorial on:ã describing the format of the packed forest for a source sentence,ã the training script on translation rule extraction,ã the MERT...
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Báo cáo khoa học: "Demonstration of Joshua: An Open Source Toolkit for Parsing-based Machine Translation" potx
... An open source toolkit for parsing-based machine translation. In Proceedings of theFourth Workshop on Statistical Machine Transla-tion, pages 135–139, Athens, Greece, March. As-sociation for ... Randomisedlanguage modelling for statistical machine transla-tion. In Proceedings of ACL.Omar F. Zaidan. 2009. Z-MERT: A fully configurable open source tool for minimum error rate training of machine translation ... 2007. Moses: Open source toolkit for statistical machine translation. InProceedings of the ACL-2007 Demo and Poster Ses-sions.Zhifei Li and Sanjeev Khudanpur. 2008. A scalabledecoder for parsing-based...
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Báo cáo khoa học: "Moses: Open Source Toolkit for Statistical Machine Translation" pot
... Sessions, pages 177–180,Prague, June 2007.c2007 Association for Computational Linguistics Moses: Open Source Toolkit for Statistical Machine Translation Philipp Koehn Hieu Hoang Alexandra ... features all the ca-pabilities of the closed sourced Pharaoh decoder (Koehn 2004). Apart from providing an open- source toolkit for SMT, a further motivation for Moses is to ex-tend phrase-based ... configuration for a given language pair and available data. The factors on the source sentence are consid-ered fixed, therefore, there is no decoding step which create source factors from other source...
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Tài liệu Identifying and Analyzing Knowledge Management Aspects of Practices in Open Source Software Development pdf
... strictly for software engineering purp osesTable 6.1: The presence of the selected practices in open source projects. for developing open source applications. In the case of NovellForge, we ... acceptance for the term Open Source an op en source definition was proposed at the inception of the Open Source Initiative (Initiative1997). This definition is focused on the technical aspects of open source, ... related to the tendency among big software vendors tooutsource part of their closed source application to open source community. One suchaproach is Progressive Open Source, which was developed by...
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Tài liệu Red hat -Why Open Source Software pptx
... accessibility of the source code. The open source developmentmodel is underpinned by the assurance that source code for an open source project will bemade generally available. Why Open Source Software ... asingle source for a number of open source programs, it takes a responsible position byproviding a single source for security notifications and updates. Software vendors need to be accountable for ... advantage of open source over proprietaryapproaches to software development."- Rob Walker, Program Manager, Defense Information Systems Agency"The security of open source software hasn't...
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Tài liệu How Open Is the Future- Economic, Social & Cultural Scenarios Inspired by Free & Open-Source Software (Crosstalks) pdf
... the culture of open- source developers. There, for instance, we come across two opposing definitions of open source, one in terms of ‘free software and the other open- source software . Severalinitiatives ... (23-12-2003)EU stimulates open source with website – The European Commission haslaunched a website to promote the achievements of open- source software. Thewebsite ‘Free and Open- Source Software (F/OSS) ... open- source debate hasextended far beyond just Linux versus Windows, encompassing even the matter of software. Open source is increasingly becoming a public and a political issue.How open source...
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Producing Open Source Software - How to Run a Successful Free Software Project pptx
... http://en.wikipedia.org/wiki/Brooks_Law. Producing Open Source Software How to Run a Successful Free Software ProjectKarl Fogel Producing Open Source Software ivPublicity 103Announcing Security ... for routing and labeling data appropriately; for minimizing repetitions so as toavoid spurious divergences; for storing and retrieving data; for correcting bad or obsolete information;and for ... http://freecode.com/(an open source project news site, about which more will be said later), on http://www.sourceforge.net/,and in the Free Software Foundation's directory of free software at http://directory.fsf.org/.Even...
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Báo cáo khoa học: "A Modular Open-Source System for Recognizing Textual Entailment" pot
... Association for Computational Linguistics, pages 73–78,Jeju, Republic of Korea, 8-14 July 2012.c2012 Association for Computational LinguisticsBIUTEE: A Modular Open- Source System for Recognizing ... step and the final score. For eachtransformation the tool presents the parse tree beforeand after applying the transformation, highlightingthe impact of this transformation. In manual mode,the ... research components into an ex-isting open- source system. Such research ef-forts might include developing knowledge re-sources, developing inference components for specific phenomena such as temporal...
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Open source software in life science research doc
... using the open source workfl ow engine, KNIME 112 4.7 Open source software for multivariate analysis 115 4.8 Performing PCA on metabolomics data in R/KNIME 117 4.9 Other open source packages ... compliance of free /open source software 481 David Stokes 21.1 Introduction 481 21.2 The need to validate open source applications 482 21.3 Who should validate open source software? 484 ... References 126 5 Open source software for image processing and analysis: picture this with ImageJ 131 Rob Lind 5.1 Introduction 131 5.2 ImageJ 133 xvi Open source software in life science...
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Natural Language Annotation for Machine Learning potx
... with machine learning algorithms that perform classification, clustering and pattern inductiontasks.ã Having a good annotation scheme and accurate annotations are critical for machine learning ... that this is where you start for designing the features that go into your learning algorithm. The better the features, thebetter the performance of the machine learning algorithm!Preparing ... particular problem or phenomenon that has sparkedyour interest, for which you will need to label natural language data for training for machine learning. Consider two kinds of problems. First imagine...
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How To Accelerate Your Internet: A practical guide to Bandwidth Management and Optimisation using Open Source Software potx
... must be enforced, notbecause it is policy, but because the users recognise that it exists for thegood of the network.ãReview the policy at set intervals. For example, create a schedule for policyreview ... set of resources posted here already including policytemplates for twenty-four important security requirements,http://www.sans.org/resources/policies/ãTech Republic: A framework for e-mail ... performance of your network, and analysing the resulting data overtime, you will be able to make effective changes that solve performance prob-lems, yielding measurable improvements.Before...
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Báo cáo khoa học: "The S-Space Package: An Open Source Package for Word Space Models" pdf
... July 2010.c2010 Association for Computational LinguisticsThe S-Space Package: An Open Source Package for Word Space ModelsDavid JurgensUniversity of California, Los Angeles,4732 Boelter ... StevensUniversity of California, Los Angeles,4732 Boelter HallLos Angeles, CA 90095kstevens@cs.ucla.eduAbstractWe present the S-Space Package, an open source framework for developing and eval-uating ... greatlybenefit from a common library and evaluation util-ities for word spaces. Therefore, we introduce theS-Space Package, an open source framework withfour main contributions:1. reference implementations...
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Báo cáo khoa học: "An Open-Source Package for Recognizing Textual Entailment" pdf
... trees with structural relations among nodes.Plug-ins for several widely used annotationtools (including TreeTagger, Stanford Parser, andOpenNLP) can be downloaded from the system’swebsite. ... 400 test questions (Negriand Kouylekov, 2009).6 ConclusionWe have presented the first open source package for recognizing Textual Entailment. The systemoffers a modular, flexible, and adaptable ... Variability. Proc. of the PASCAL Work-shop on Learning Methods for Text Understandingand Mining.Kaizhong Zhang and Dennis Shasha 1990. Fast Al-gorithm for the Unit Cost Editing Distance BetweenTrees....
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Producing Open Source Software How to Run a Successful Free Software Project docx
... ways. For example, some projectsthat host themselves at SourceForge have completely customized home pages, but still point developersto their "SourceForge page" for more information. ... for routing and labeling data appropriately; for minimizing repetitions so as toavoid spurious divergences; for storing and retrieving data; for correcting bad or obsolete information;and for ... sole reason for getting involved with an open source project, but itcan be a factor.Example: http://www.openoffice.org/ (no, this isn't the only reason OpenOffice exists, but thesoftware...
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Open source software
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