a machine learning approach
Báo cáo khoa học: "A Machine Learning Approach to German Pronoun Resolution" docx
... 20)same agr same agreement of anaphorand antecedent?same gramrole same grammatical role ofanaphor and antecedent?same semclass* same semantic class ofanaphor and antecedent?Table 1: Features ... pronounana npform NP form of the anaphorana gramrole grammatical role of theanaphorana agr agreement of the anaphorana semclass* semantic class of the anaphorante npform NP form of the antecedentante ... science, arts andentertainment, and travel.4.2 The MMAX Annotation ToolThe manual annotation of the training data wasdone with the MMAX (Multi-Modal Annotationin XML) annotation tool (M¨uller and...
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Báo cáo khoa học: "A Machine Learning Approach to Pronoun Resolution in Spoken Dialogue" docx
... antecase grammatical case of antecedent5. antes depth the level of embedding in a sentence6. anagram func grammatical function of anaphor7. ananpform form of anaphor8. anaagree person, ... number9. anacase grammatical case of anaphor10. anas depth the level of embedding in a sentenceCoreference-level features11. agreecomp compatibility in agreement between anaphor and antecedent12. ... thelist contained an NP-markable at the current posi-tion and if this markable was not an indefinite nounphrase, it was considered a potential anaphor. Inthat case, pairs of potentially coreferring...
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Báo cáo khoa học: "A Re-examination of Machine Learning Approaches for Sentence-Level MT Evaluation" ppt
... the Association for Machine Translationin the Americas (AMTA-2006).Christoph Tillmann, Stephan Vogel, Hermann Ney, HassanSawaf, and Alex Zubiaga. 1997. Accelerated DP-basedsearch for statistical ... of the Association forComputational Linguistics.Simon Corston-Oliver, Michael Gamon, and Chris Brockett.2001. A machine learning approach to the automatic eval-uation of machine translation. ... the train-ing set (by languages and by years), and their corre-lations with human assessment are higher than stan-dard automatic evaluation metrics.2 MT EvaluationRecent automatic evaluation...
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Tài liệu Báo cáo khoa học: "Trimming CFG Parse Trees for Sentence Compression Using Machine Learning Approaches" pptx
... provides a visible icon infolders where an aliased applicationdoes notactually reside .Human a file or application alias provides a visible icon in folders where analiased application does notactuallyreside ... results.References A. L. Berger, V. J. Della Pietra, and S. A. Della Pietra.1996. A Maximum Entropy Approach to NaturalLanguage Processing. Computational Linguistics,22(1):39–71.E. Charniak and M. Johnson. ... statementprovides a visible icon in folderswhere an aliased application does notactually reside .ME +bottom-up a file or application statementprovides a visible icon in folderswhere an aliased application...
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Báo cáo khoa học: " Improving Machine Learning Approaches to Coreference Resolution" potx
... inducedfrom the same data set using all of the 53 features,on the other hand, has 86 leaves with an average of322 instances per leaf.Hand-selected feature sets. As a result, we nextevaluate a version ... problem as a classificationtask (e.g. Aone and Bennett (1995), McCarthy andLehnert (1995)). Specifically, a pair of NPs is clas-sified as co-referring or not based on constraints thatare learned ... previouswork treats linguistic constraints as broadly and un-conditionally applicable hard constraints. Becausesources of linguistic information in a learning- basedsystem are represented as features,...
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Community-Based Health Education Intervention: A Service-Learning Approach docx
... Community-Based Health Education Intervention: A Service -Learning Approach Srijana M. Bajracharya, Associate Professor, Department of Health Promotion and Physical Education, Ithaca College A variety ... papers at the national conference such as American Association of Health, Physical Education, Recreation, and Dance (AAHPERD). Such presentations allow students to take maximum advantage of ... experiential learning so that they can design programs that are effective, acceptable, and innovative. Many faculty across the United States are using service -learning projects to enhance students’ learning...
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Báo cáo khoa học: "A Supervised Learning Approach to Automatic Synonym Identification based on Distributional Features" ppt
... essential, as pattern-based approach is enhancedwith the supervised machine learning. In this paper, we propose a novel approach toautomatic synonym identification based on super-vised learning ... David Weir and Diana McCarthy. 2004.Characterising Measures of Lexical DistributionalSimilarity. Proc. of COLING 04, 1015–1021.6formalization of similarity-based approach wouldbe essential, ... 786–774.Shachar Mirkin, Ido Dagan, and Maayan Geffet. 2006.Integrating pattern-based and distributional similaritymethods for lexical entailment acquisition. Proc. ofCOLING/ACL 06, 579–586.Brian...
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Tài liệu Báo cáo khoa học: "A Ranking-based Approach to Word Reordering for Statistical Machine Translation" doc
... integrated into a phrase-based decoder serving as additional distortion fea-tures.We evaluated our approach on large-scaleJapanese-English and English-Japanese machine translation tasks, and ... ranking model is auto-matically derived from word aligned paralleldata with a syntactic parser for source lan-guage based on both lexical and syntacticalfeatures. We evaluated our approach ... Quirk, Arul Menezes, and Colin Cherry. 2005. De-pendency Treelet Translation: Syntactically InformedPhrasal SMT. In Proc. ACL, pages 271-279. A. Ramanathan, Pushpak Bhattacharyya, JayprasadHegde,...
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Tài liệu Báo cáo khoa học: "Refined Lexicon Models for Statistical Machine Translation using a Maximum Entropy Approach" pptx
... Statistical Machine Translation using a Maximum Entropy Approach Ismael Garc´ a VareaDpto. de Inform´aticaUniv. de Castilla-La ManchaCampus Universitario s/n02071 Albacete, Spainivarea@info-ab.uclm.esFranz ... dialog act.To include this additional information within thestatistical framework we use the maximum en-tropy approach. This approach has been appliedin natural language processing to a variety ... boundaries.ReferencesYaser Al-Onaizan, Jan Curin, Michael Jahr,Kevin Knight, John Lafferty, Dan Melamed,David Purdy, Franz J. Och, Noah A. Smith,and David Yarowsky. 1999. Statistical ma-chine translation, final...
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Machine Learning: A Probabilistic Perspective pptx
... slightlyharder; any decision will need to be based on at least two features. (It is always a good ideato perform exploratory data analysis, such as plotting the data, before applying a machine learning ... 1.5 (a) forsome example images.Many generic classification methods ignore any structure in the input features, such as spatiallayout. Consequently, they can also just as easily handle data that ... Minka, Ian Nabney, ArthurPope, Carl Rassmussen, Ryan Rifkin, Ruslan Salakhutdinov, Mark Schmidt, Daniel Selsam, DavidSontag, Erik Sudderth, Josh Tenenbaum, Kai Yu, Martin Wainwright, Yair Weiss.Kevin...
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Báo cáo khoa học: "Towards a Unified Approach to Memory- and Statistical-Based Machine Translation" pdf
... 1998. 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 ... Global Age. John Benjamins Publishers.Tony Veale and Andy Way. 1997. Gaijin: A template-based bootstrapping approach to example-based machine translation. In Proceedings of “NewMethods in Natural ... 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...
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A Manager’s Guide to Leadership An action learning approach 2nd edition
... discovery and learning. In the learning organisation, leadershipcan be defined as learning on behalf of the organisation.Is Challenge 2: creating a learning organisation a challenge for you and yourcolleagues? ... business a learning organisation?”:In this company we have declared that we are going to be a learning organisation. Notonly this but that we are going to be a world class learning organisation! ... developed a mental image of a possible and desirable future state for the organisation. This image, which wecall a vision, may be as vague as a dream or as precise as a goal or missionstatement. The...
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A memory–based learning approach to event extraction in biomedical texts pptx
... in language learning. Machine Learning, Special issue on Natural Language Learning, 34:11–41.W. Daelemans, J. Zavrel, K. Van der Sloot, and A. Vanden Bosch. 2007. TiMBL: Tilburg memory basedlearner, ... hasbeen argued that memory-based learning is at anadvantage in solving these highly disjunctive learn-ing problems compared to more eager learning thatabstract from the examples, as the latter ... Vincent Van Asch, Walter DaelemansCNTS - Language Technology GroupUniversity of AntwerpPrinsstraat 13B-2000 Antwerpen, Belgium{Roser.Morante,Walter.Daelemans,Vincent.VanAsch}@ua.ac.beAbstractIn...
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Báo cáo khoa học: "A Word-Class Approach to Labeling PSCFG Rules for Machine Translation" pot
... and Ashish Venugopal. 2006. Syntaxaugmented machine translation via chart parsing. InProceedings of the Workshop on Statistical Machine Translation, HLT/NAACL.Andreas Zollmann and Stephan Vogel. ... Computational Linguistics Conference(HLT/NAACL).Hany Hassan, Khalil Sima’an, and Andy Way. 2007. Su-pertagged phrase-based statistical machine translation.In Proceedings of the 45th Annual Meeting ... Natural Language Process-ing (EMNLP).Masaaki Nagata, Kuniko Saito, Kazuhide Yamamoto,and Kazuteru Ohashi. 2006. A clustered global phrasereordering model for statistical machine translation....
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- machine learning
- machine learning in action
- a topicmodel based approach
- investigating a generic paraphrasebased approach
- design of a machine
- dealing with conjunctions in a machine translation environment
- and its treatment in a machine translation system s
- using machine learning to maintain rulebased namedentity recognition
- consistent translation using discriminative learning a translation memoryinspired approach
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