a pacstyle model for learning from labeled and unlabeled data
Báo cáo khoa học: "A Discriminative Model for Joint Morphological Disambiguation and Dependency Parsing" ppt
... w3=omnis and w6=amantis) and with one morphological attribute (i.e., case). The variables L3,6, CASE3,acc and CASE6,accare bolded, indicatingthat w3 and w6are linked and both have the accusative ... neighboring variables are4Variables for link labels can be integrated in a straightfor-ward manner, if desired.true and it evaluates to a non-negative real num-ber; otherwise, it evaluates to 1 and ... Greek, which has a definitearticle; Hungarian has both a definite and an indefi-nite article. In both languages (Tables 5 and 6), noun and adjective gender, number, and case are moreaccurately predicted...
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Synchronizing Gender Strategies: A Cooperative Model for Improving Reproductive Health and Transforming Gender Relations pot
... other African countries (Burkina Faso, Djibouti, The Gambia, Guinea, Guinea Bissau, Mali, Mauritania, Somalia, and Sudan) have followed suit, and have committed to ending FGC and early marriage ... Council, March 3, 2009); and personal communication with A. Erulkar, August 31, 2010.22 Charlotte Feldman-Jacobs and Sarah Ryniak et al., Abandoning Female Genital Mutilation/Cutting: An In-Depth ... illustrate programs that were first designed to work with men and boys, and then expanded their organizational mandate to incorporate women and girls. u Program H in Brazil The Program H Alliance,...
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How Do Earnings Change When Reservists Are Activated - A Reconciliation of Estimates Derived from Survey and Administrative Data docx
... project.Craig Martin at RAND oversaw data management for the project including obtaining and processing military personnel records, writing analysis programs, and facilitating data transfer to and from ... Change Derived from SOFS-R and Administrative Data, Excluding the Tax Advantage (in dollars)SOFS-R Administrative Data SOFS-R Minus Administrative Data % Difference A. 2004Total before activation ... Monthly Earnings Change Derived from SOFS-R and Administrative Data 9 3.2. Estimates of Average Monthly Earnings Change Derived from SOFS-R and Administrative Data, Excluding the Tax Advantage...
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Báo cáo khoa học: "Boosting Statistical Word Alignment Using Labeled and Unlabeled Data" ppt
... labeled data and large amounts of unlabeled data. In this algorithm, we built an in-terpolated model by using both the labeled data 919 and the unlabeled data. This interpolated model was employed ... we build a word aligner by using both the labeled data and the unlabeled data. Then we build a pseudo reference set for the unlabeled data, and calculate the error rate of each word aligner ... have two kinds of training data from general domain: Labeled Data (LD) and Unlabeled Data (UD). The Chinese sentences in the data are automatically segmented into words. The statis-tics for...
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Báo cáo khoa học: "A Structured Model for Joint Learning of Argument Roles and Predicate Senses" pot
... University6-6-05, Aramaki Aza Aoba, Aoba-ku,Sendai 980-8579, Japanyotaro-w@ecei.tohoku.ac.jpMasayuki Asahara Yuji MatsumotoGraduate School of Information ScienceNara Institute of Science and Technology8916-5 ... Richard Johans-son, Daisuke Kawahara, Maria Ant`onia Mart´ı, Llu´ısM`arquez, Adam Meyers, Joakim Nivre, SebastianPad´o, JanˇStˇep´anek, Pavel Straˇn´ak, Mihai Surdeanu,Nianwen ... Technology8916-5 Takayama, Ikoma,Nara, 630-0192, Japan{masayu -a, matsu}@is.naist.jpAbstractIn predicate-argument structure analysis,it is important to capture non-local de-pendencies among arguments and...
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Tài liệu Báo cáo khoa học: "A Statistical Model for Unsupervised and Semi-supervised Transliteration Mining" pptx
... En-glish/Arabic, English/Hindi, English/Tamil and En-glish/Russian using data provided at NEWS10. Ev-ery dataset contains training data, seed data and ref-erence data. The NEWS10 data consists ... data. The ideais to rely on probabilities from labelled data wherethey can be estimated reliably and to use probabili-ties from unlabelled data where the labelled data issparse. This is achieved ... usesHidden Markov Models (Nabende, 2010; Darwish,2010; Jiampojamarn et al., 2010), Finite State Au-tomata (Noeman and Madkour, 2010) and Bayesian learning (Kahki et al., 2011) to learn transliterationpairs...
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Tài liệu Báo cáo khoa học: "A Joint Statistical Model for Simultaneous Word Spacing and Spelling Error Correction for Korean" pdf
... needs a word dictionary and takes long time for searching many character combinations. 61 4.2 Experiment Results and Analyses We used two separate Eumjeol n-grams as lan-guage models for ... experiments. N-gram A is ob-tained from only training corpus and n-gram B is obtained from all training and test corpora. All ac-curacies are measured based on Eojeol unit. Table 2 shows the ... er-rors simultaneously. Using Eojeol transi-tion pattern dictionary and statistical data such as Eumjeol n-gram and Jaso transition probabilities, the algorithm minimizes the usage of huge...
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Báo cáo khoa học: "Grammar Approximation by Representative Sublanguage: A New Model for Language Learning" potx
... generalization stepsFigure 2: Example of a simple grammar lattice. All grammars generate , and only generates ( is a common lexicon for all the grammars)3 A Grammar Lattice as a Search Space for ... SystemsColumbia UniversityNew York, NY 10027, USArambow@cs.columbia.eduAbstractWe propose a new language learning model that learns a syntactic-semantic grammar from a small number of natural languagestrings ... both syntax and semantics is arguablymore difficult than learning syntax alone. In for- mal grammar learning theory it has been shown that learning from “good examples,” or representativeexamples,...
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INFLUENZA VIRUS a model for learning about disease
... DNA and RNADNA and RNAParvoviruses contain single-stranded DNAParvoviruses contain single-stranded DNAReoviruses contain double-stranded RNAReoviruses contain double-stranded RNA UncoatingUncoatingEnzymes ... surrounded by a sheathCentral tube surrounded by a sheathCollarCollarBase plateBase plateTail pinsTail pinsFibersFibersSimilar stages as animal virusesSimilar stages as animal virusesAdsorb ... discovered an animal virus that Loeffler and Frosch discovered an animal virus that causes foot and- mouth disease in cattlecauses foot and- mouth disease in cattleMany years of experimentation...
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Báo cáo khoa học: "A global model for joint lemmatization and part-of-speech prediction" doc
... 2004; Habash and Rambow,2005). A notable exception is the work of (Adleret al., 2008), which uses unlabeled data and a morphological analyzer to learn a semi-supervisedHMM model for disambiguation ... recall, and F-measure (F1) to evaluateperformance. The two subtasks, tag-set prediction and lemmatization are also evaluated in this way.Table 1 shows the correct tag-sets and lemmas for each ... 98052colinc@microsoft.comAbstractWe present a global joint model for lemmatization and part-of-speech predic-tion. Using only morphological lexicons and unlabeled data, we learn a partially-supervised part-of-speech tagger...
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Báo cáo khoa học: "TotalRecall: A Bilingual Concordance for Computer Assisted Translation and Language Learning" potx
... corpus and return bilingual citations that are helpful to human translators and second language learners. 2 Aligning the corpus Central to TotalRecall is a bilingual corpus and a set of ... assisted translation and language learning tool. Currently, TotalRecall uses Sinorama Magazine corpus as the translation memory and will be continuously updated as new issues of the magazine becomes ... Si-norama magazine. A large bilingual collection of Figure 1. The results of searching for “hard+” with default ranking. analyses to extract bilingual phrases/collocations from a parallel...
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Báo cáo khoa học: Differential expression of liver and kidney proteins in a mouse model for primary hyperoxaluria type I pdf
... short chain; Aco1,aconitase 1; Agt), alanine-glyoxylateaminotransferase knockout; Aldh2, aldehydedehydrogenase 2; Car3, carbonic anhydr-ase 3; Cat, catalase; Dao1,D-amino acidoxidase 1; ... CEBA-HUC-approved protocols. Immediately afterbrain death, laparotomy and bilateral thoracotomy wereperformed and the organs were harvested, making sure thatthe animals did not suffer at any stage ... subspectra with 30 shots per subspectrum wereaccumulated. A pepmix calibration kit (Bruker-Daltonics)was used for calibration and the standard mass deviationJ. R. Herna´ndez-Fernaud and E. Salido...
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Báo cáo " A numerical model for the simulation of wave dynamics in the surf zone and near coastal structures " pot
... and area inside the cell are keptconstant for a timestep.4. Model verification4.1. Wave transformation and characteristics ofturbulence due to wave breaking on a naturalbeachTo ... integratednumerically on a spatially staggered gridsystem, where components of the flowdischarge are evaluated at surfaces, and bedelevation,k and ε are evaluated at ... is assumed as the sum of those respectively due towavebreaking and horizontal and verticalshear.Theverificationofthenumerical model against data obtained from variousindoorexperimentsreveals...
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Báo cáo khoa học: "A GENERAL COMPUTATIONAL MODEL FOR WORD-FORM RECOGNITION AND PRODUCTION" potx
... Fred Karlsson, and to Martin Kay, Ron Kaplan and Lauri Karttunen for fruitful ideas and for acquainting me with their research. REFERENCES Alam, Y., 1983. A Two-Level Morphological Analysis ... Individual rules are implemented as finite state automata, as in an earlier model due to Martin Kay and Ron Kaplan. The two-level model has been implemented as an operational computer programs ... practical morphologi- cal programs. 2. The model of Kay and Kaplan Martin Kay and Ron Kaplan from Xerox PARC noticed that each of the generative rewriting rules can be represented by a...
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báo cáo sinh học:" A model for integrating strategic planning and competence-based curriculum design in establishing a public health programme: the UNC Charlotte experience" doc
... roundtable held Clear voice for graduate and undergraduate public health education Clear voice for graduates versed in both practice and research Clear voice for sustained linkage to practice ... curriculum provides learning and assessment opportunities for all competencies and that any redundancies areplanned and necessaryã Ensure that learning opportunities are appropriately sequenced11. ... paper; ME, a practitioner stakeholder,guided the conceptualization and implementation of theprocess and assisted with the analysis and interpretationof the results. All authors read and approved...
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