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1
Using unmarked contexts in nominal lexical semantic classification
Romeo, Lauren; Mendes, Sara; Bel, Núria. - : Dublin City University and Association for Computational Linguistics, 2018
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2
A cascade approach to complex-type classification
Bel, Núria; Romeo, Lauren; Mendes, Sara. - : European Language Resources Association, 2018
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3
The Structure of the lexicon in the task of the automatic acquisition of lexical information
Romeo, Lauren Michele. - : Universitat Pompeu Fabra, 2015
In: TDX (Tesis Doctorals en Xarxa) (2015)
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4
Automatic lexical semantic classification of nouns ...
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5
Using qualia information to identify lexical semantic classes in an unsupervised clustering task ...
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6
Choosing which to use? A study of distributional models for nominal lexical semantic classification
Romeo, Lauren; Lebani, Gianluca E.; Bel Rafecas, Núria. - : ACL (Association for Computational Linguistics)
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7
Towards the automatic classification of complex-type nominals
Romeo, Lauren; Mendes, Sara; Bel Rafecas, Núria. - : ACL (Association for Computational Linguistics)
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8
A cascade approach for complex-type classification
Romeo, Lauren; Mendes, Sara; Bel Rafecas, Núria. - : ACL (Association for Computational Linguistics)
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9
Automatic Lexical Semantic Classification of Nouns
Padró, Muntsa; Bel Rafecas, Núria; Romeo, Lauren. - : ELRA (European Language Resources Association)
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10
Using qualia information to identify lexical semantic classes in an unsupervised clustering task
Bel Rafecas, Núria; Romeo, Lauren; Mendes, Sara. - : ACL (Association for Computational Linguistics)
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11
Structure of lexicon in the automatic acquisition of lexical information [research data]
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12
Using unmarked contexts in nominal lexical semantic classification
Romeo, Lauren; Mendes, Sara; Bel Rafecas, Núria. - : Association for Computational Linguistics (ACL)
Abstract: Comunicació presentada a: COLING 2014, the 25th International Conference on Computational Linguistics, celebrat a Dublin (Irlanda), del 23 al 29 d'agost de 2014. ; The work presented here addresses the use of unmarked contexts in pattern-based nominal lexical semantic classification. We define unmarked contexts to be the counterposition of the class-indicatory, or marked, contexts. Its aim is to evaluate how unmarked contexts can be used to improve the accuracy and reliability of lexical semantic classifiers. Results demonstrate that the combined use of both types of distributional information (marked and unmarked) is crucial to improve classification. This result was replicated using two different corpora, demonstrating the robustness of the method proposed. ; 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.
Keyword: Catálogos; Catalogues; Centros de competencias; Clarin IULA-UPF; Competence centres; Datos enlazados; Digital humanities; Humanidades digitales; Linked data; Servicios web; Web services
URL: http://hdl.handle.net/10230/32683
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13
Class-based word sense induction for dot-type nominals
Romeo, Lauren; Bel Rafecas, Núria; Martínez Alonso, Héctor. - : ACL (Association for Computational Linguistics)
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