... Communication Re-search Centre, University of Edinburgh.John Hale, Izhak Shafran, Lisa Yung, Bonnie Dorr, MaryHarper, Anna Krasnyanskaya, Matthew Lease, YangLiu, Brian Roark, Matthew Snover, and ... modified for use in a specialrepair grammar, which not only reduces the amountof available training data, but violates our intuitionthat most reparanda are fluent up until the actual editoccurs.The ... syntax trees using this model achieve high accuracy on the standardSwitchboard parsing task.1 IntroductionSpeech repairs occur when a speaker makes a mis-take and decides to partially retrace...
... Dependency ParsingManabu SassanoYahoo Japan CorporationMidtown Tower,9-7-1 Akasaka, Minato-ku,Tokyo 107-6211, Japanmsassano@yahoo-corp.jpSadao KurohashiGraduate School of Informatics,Kyoto ... UniversityYoshida-honmachi, Sakyo-ku,Kyoto 606-8501, Japankuro@i.kyoto-u.ac.jpAbstractWe describe an algorithm for Japaneseanalysis that does both base phrase chunk-ing and dependency parsing simultane-ously ... Linear-time dependency analysis forJapanese. In Proc. of COLING 2004, pages 8–14.S. Sekine, K. Uchimoto, and H. Isahara. 2000. Back-ward beam search algorithm for dependency analysis ofJapanese....
... Machine trans-lation with a stochastic grammatical channel. InProceedings of ACL’98, pages 1408–1414, Mon-treal, Canada.Kenji Yamada and Kevin Knight. 2001. A syntax-based statistical translation ... translation model and a de-scription of its parameters.3 Building a statistical translationmemoryCompanies that specialize in producing high-quality human translations of documentation andnews ... mapped into a tar-get f. Once the parameters of the language andtranslation models are estimated using traditionalmaximum likelihood and EM techniques (Demp-ster et al., 1977), one can take...
... pagesdoi:10.1155/2009/589260Research Article A Unified View of Adaptive Variable-MetricProjection AlgorithmsMasahiro Yukawa1and Isao Yamada21Mathematical Neuroscience Laboratory, BSI, RIKEN, 2-1 Hirosawa, Wako, Saitama ... Numericalexamples have demonstrated the remarkable advantages ofV-APSM and its robustness against a moderate amountof metric-fluctuations. Also the examples have shown thatthe use of small step ... 2009.[36] M. Yukawa and W. Utschick, A fast stochastic gradientalgorithm: maximal use of sparsification benefits under com-putational constraints,” to appear in IEICE Transactions onFundamentals of...
... per-formances of two approaches: transmit-first OSA (TFOSA)approach and transmit-last OSA (TLOSA) approach. TFOSAmeans that the secondary user starts to transmit at the firsttime slot and keeps transmitting ... of optimal OSAapproach and that of TFOSA approach caused by sensingerrors are about 2%, and spectrum holes utilization ofoptimal OSA approach is still better than that of TFOSAapproach. In ... study and compare the performances ofoptimal OSA approach, TFOSA approach, and fixed STRapproach in the case that collision tolerable level σ= 0.02.In plot (a) , after the channel-usage estimate...
... is part of the Lancaster Treebank corpusand contains 1473 sentences. Each sentence con-tains hand-labeled syntactic roles for natural lan-guage text. A. 200 A. 400 A. 600 A. 800 A. 1000 A. 1200 A. 14000.860.880.900.920.94B.200B.400B.600B.800B.1000B.1200B.14000.860.880.900.920.940.860.880.900.920.94FC.200C.400C.600C.800C.1000C.1200C.14000.860.880.900.920.940.860.880.900.920.94FFigure ... different model on the Lan-caster Treebank data set. The models used in thisevaluation were trained with observation data fromthe Lancaster Treebank training set. The trainingset and testing set are ... modified hiddenMarkov model Lin-Yi ChouUniversity of WaikatoHamiltonNew Zealandlc55@cs.waikato.ac.nzAbstractThis paper explores techniques to take ad-vantage of the fundamental difference...
... linguistically motivated grammar (a hand-crafted Head-driven Phrase StructureGrammar) and a statistical model estimatingthe probability of a parse tree. The language model is applied by means of an N-best ... create an artificial recognition taskwith manageable complexity. Our primary aim wasto design a task which allows us to investigate theproperties of our grammar-based approach and tocompare ... grammar accept arbitrarysequences of words and phrases. To keep the gram-mar restrictive, such sequences are penalized by thestatistical model. Accurate hand-crafted grammars have been ap-plied...
... Weka (Hall et al., 2009)to train a machine learning classifier, and in thefinal step this classifier is used to automaticallyclassify the candidate sense pairs as (non-)validalignment. Our framework ... standard as a potential data model, they do not make use of it.Shi and Mihalcea (2005) integrate FN, VN andWN, and Palmer (2009) presents a combination ofPropbank, VN and FN in a resource called ... Ryant, andMartha Palmer. 2008. A Large-scale Classificationof English Verbs. Language Resources and Evalu-ation, 42:21–40.Claudia Kunze and Lothar Lemnitzer. 2002. Ger-maNet – representation,...
... steady flow refrigeration cycle model consisting of a constant thermal-capacity heating branch, two constant thermal-capacity cooling branches and two adiabatic branches with the consideration ... endoreversible refrigeration cycle model consisting of a constant thermal-capacity heating branch, two constant thermal-capacity cooling branches and two adiabatic branches is viewed as a production ... 1 and 2 is a heating branch with constant thermal capacity (mass flow rate and specific heat product) inC; the processes between 3 and 4, and 4 and 5 are two cooling branches with constant...
... rectangular and jagged. Rectangulararrays like matrices have more than one index and have a fixed size for each dimension.The comma (,) separates each dimension in the array declaration as illustrated ... polymorphic call, dynamically binds an invocation withthe appropriate method via a virtual table that is generated for each object.When classes already contain declared virtual methods, a derived class ... myArray; // (1)myArray = new int[3]; // (2)At step (1), a reference variable called myArray is created for an int array. At step (2),space is allocated to store three int values. The square...