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it makes sense a widecoverage word sense disambiguation system for free text

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Báo cáo " A web-based decision support system for the evaluation and strategic planning using ISO 9000 factors in higher education " pot

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... universities and plan for a strategy in educational management of organizations in Vietnam and Asia [3]. However, there are no DSS applications to apply a real case in the domain of an evaluation ... alternatives for an evaluation model / a strategic university planning. 3. DSS model application for an evaluation and a strategy planning 3.1. Application model using ISO 9000 factors for a strategic ... effectively is a challenging area for educational experts since they are mainly using traditional methodologies for evaluation of educational management. In some cases, educational leaders have some...
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Báo cáo khoa học: "A Modular Open-Source System for Recognizing Textual Entailment" pot

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... UniversityRamat-Gan 52900, Israeldagan@cs.biu.ac.ilAbstractThis paper introduces BIUTEE1, an open-source system for recognizing textual entail-ment. Its main advantages are its ability to ... Open-Source System for Recognizing TextualEntailmentAsher SternComputer Science DepartmentBar-Ilan UniversityRamat-Gan 52900, Israelastern7@gmail.comIdo DaganComputer Science DepartmentBar-Ilan ... consideras features the named-entity annotation of the in-serted word, and its probability estimation accordingto a unigram language model, which yields lowercosts for more frequent words.Given a...
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Tài liệu Báo cáo khoa học: "A Kernel PCA Method for Superior Word Sense Disambiguation" ppt

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... verbs. For each word, training and test instances taggedwith WordNet senses are provided. There are an av-erage of 7.8 senses per target word type. On average109 training instances per target word ... Springer-Verlag, New York,1995.David Yarowsky and Radu Florian. Evaluat-ing sense disambiguation across diverse param-eter spaces. Natural Language Engineering,8(4):293–310, 2002.David Yarowsky, ... Nonlinear component analysis as a kernel eigenvalue problem. Neural Computation,10(5), 1998.Hiroya Takamura and Yuji Matsumoto. Featurespace restructuring for SVMs with application to text categorization....
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Báo cáo khoa học: "SenseRelate::TargetWord – A Generalized Framework for Word Sense Disambiguation" doc

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... Sessions,pages 73–76, Ann Arbor, June 2005.c2005 Association for Computational LinguisticsSenseRelate::TargetWord – A Generalized Framework for Word Sense Disambiguation Siddharth PatwardhanSchool ... lexical sample format, which is anXML–based format that has been used for both theSENSEVAL-2 and SENSEVAL-3 exercises. A file inthis format includes a number of instances, each onemade up ... WordNet-based measures of seman-tic relatedness (Patwardhan et al., 2003).SenseRelate::TargetWord is a Perl pack-age that implements this algorithm. The disambiguation process is carried out...
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Tài liệu Báo cáo khoa học: "ParaSense or How to Use Parallel Corpora for Word Sense Disambiguation" pdf

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... English senses to-gether with their aligned translations (and probabil-319algorithm parameters in machine learning of language.Machine Learning, pages 84–95.I. Dagan and A. Itai. 1994. Word sense ... Usingtranslations from a parallel corpus implicitly dealswith the granularity problem as finer sense distinc-tions are only relevant as far as they are lexicalizedin the target translations. It also ... B. Wang, and Y.S. Chan. 2003. Exploiting par-allel texts for word sense disambiguation: An empiri-cal study. In 41st Annual Meeting of the Association for Computational Linguistics (ACL), pages...
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Tài liệu Báo cáo khoa học: "An Equivalent Pseudoword Solution to Chinese Word Sense Disambiguation" ppt

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... of automatically annotating large amounts of data in parallel corpora using an unsupervised algorithm, making use of two languages simulta-neously, only one of which has an available sense ... in a specific context. It is an important technique for applications such as information retrieval, text mining, machine translation, text classifica-tion, automatic text summarization, and ... (2) 461 for Computational Linguistics (ACL-2002), pages 343-351. Rada Mihalcea and Dan Moldovan. 2000. An Iterative Approach to Word Sense Disambiguation. In Proc. of Florida Artificial Intelligence...
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Tài liệu Báo cáo khoa học: "SenseLearner: Word Sense Disambiguation for All Words in Unrestricted Text" doc

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... the training datato disambiguate the words in the test data set. As a result, the algorithm does not need a separate classi-fier for each word to be disambiguated, but instead it learns global ... supervised algorithms is however lim-ited only to those few words for which sense taggeddata is available, and their accuracy is strongly con-nected to the amount of labeled data available at hand.Instead, ... a minimally supervised word sense disam-biguation system that attempts to disam-biguate all content words in a text usingWordNet senses. We evaluate the accu-racy of SENSELEARNER on several stan-dard...
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Tài liệu Báo cáo khoa học: "A Practical Solution to the Problem of Automatic Word Sense Induction" doc

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... As can be seen from human performance, in almost all cases the local context of an ambiguous word is sufficient to disambiguate its sense. This means that the local context of a word usually ... (elephant, tiger, rhino). According to the diagram only the rabbit is equally suitable for both activities, although fortunately its affinity to cook-ing is lower than it is for the chicken, and ... that reflect the overall be-havior of a word in a corpus. If a word is se-mantically ambiguous, this means that these vectors are mixtures of all its senses. Inducing a word s senses therefore...
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Báo cáo khoa học: "Estimating Class Priors in Domain Adaptation for Word Sense Disambiguation" pdf

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... thetwo SENSEVAL tasks. This gave a set of 6 nouns for SENSEVAL-2 and 9 nouns for SENSEVAL-3. For each noun, we gathered a maximum of 500parallel text examples as training data, similar towhat ... sampling with incomplete infor-mation. Annals of Mathematical Statistics, 26(4).Yee Seng Chan and Hwee Tou Ng. 200 5a. Scalingup word sense disambiguation via parallel texts. InProc. of AAAI05.Yee ... ofscalability, we also drew training data for our ear-lier sense priors estimation experiments (Chan andNg, 2005b) from parallel texts. In addition, ourparallel texts training data represents a natural...
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Báo cáo khoa học: "Word Sense Disambiguation using lexical cohesion in the context" ppt

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... semantic net-work of WordNet to calculate word simi-larity, and the Edinburgh Association Thesaurus (EAT) to transform contextual space for computing syntagmatic and other domain relations ... vertical interaction between the con-cepts that is much paradigmatic. Although WordNet can capture the fine-grained paradigmatic relations of words, another typical word relationship, syntagmatic ... Dongqiang.Yang|David.Powers@flinders.edu.au Abstract This paper designs a novel lexical hub to disambiguate word sense, using both syn-tagmatic and paradigmatic relations of words. It...
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