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The Role of human reference translation in machine translation evaluation
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In: TDX (Tesis Doctorals en Xarxa) (2017)
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Phrase table expansion for statistical machine translation with reduced parallel corpora: the Chinese-Spanish case
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In: TDX (Tesis Doctorals en Xarxa) (2017)
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Pattern-based automatic induction of domain adapted resources for social media analysis
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In: TDX (Tesis Doctorals en Xarxa) (2016)
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Automatic acquisition of lexical-semantic relations: gathering information in a dense representation
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In: TDX (Tesis Doctorals en Xarxa) (2016)
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The Structure of the lexicon in the task of the automatic acquisition of lexical information
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In: TDX (Tesis Doctorals en Xarxa) (2015)
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Verb SCF extraction for Spanish with dependency parsing ; Extracción de patrones de subcategorización de verbos en castellano con análisis de dependencias
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Annotation of regular polysemy: an empirical assessment of the underspecified sense
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In: TDX (Tesis Doctorals en Xarxa) (2013)
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METANET4U: enhancing the European linguistic infrastructure ; METANET4U: aumentar la infraestructura lingüística europea
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Los Nombres eventivos no deverbales en español
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In: TDX (Tesis Doctorals en Xarxa) (2011)
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FLaReNet: una red para fomentar los recursos lingüísticos ; Fostering language resources network: FLaReNet
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El Proyecto CLARIN: Una infraestructura de investigación científica para las Humanidades y las Ciencias Sociales
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Choosing which to use? A study of distributional models for nominal lexical semantic classification
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The Spanish resource grammar: pre-processing strategy and lexical acquisition
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Towards the automatic classification of complex-type nominals
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A cascade approach for complex-type classification
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Abstract:
Comunicació presentada a: Ninth International Conference on Language Resources and Evaluation, celebrada a Reykjavik, Iceland, del 26 al 31 de maig de 2014. ; The work detailed in this paper describes a 2-step cascade approach for the classification of complex-type nominals. We describe an experiment that demonstrates how a cascade approach performs when the task consists in distinguishing nominals from a given complex-type from any other noun in the language. Overall, our classifier successfully identifies very specific and not highly frequent lexical items such as complex-types with high accuracy, and distinguishes them from those instances that are not complex types by using lexico-syntactic patterns indicative of the semantic classes corresponding to each of the individual sense components of the complex type. Although there is still room for improvement with regard to the coverage of the classifiers developed, the cascade approach increases the precision of classification of the complex-type nouns that are covered in the experiment presented. ; This work was funded with the support of the SUR of the DEC of the Generalitat de Catalunya and the European Social Fund, by SKATER TIN2012-38584-C06-05, and by Fundação para a Ciência e a Tecnologia (FCT) post-doctoral fellowship SFRH/BPD/79900/2011.
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Keyword:
Complex-types; Lexical-semantic classes; Nominal classification
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URL: http://hdl.handle.net/10230/36701
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Mining and exploiting domain-specific corpora in the PANACEA platform
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