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Cédric Messiant (2008)
A Subcategorization Acquisition System for French Verbs
Ingrid Falk, Claire Gardent, Jean-Charles Lamirel (2012)
Classifying French Verbs Using French and English Lexical Resources
Chih-Chung Chang, Chih-Jen Lin (2011)
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Ingrid Falk (2012)
Making Use of Existing Lexical Resources to Build a Verbnet like Classification of French Verbs. (Acquisition de classes verbales pour le français)
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Ingrid Falk, Claire Gardent, Alejandra Lorenzo (2010)
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Claire Gardent, Bruno Guillaume, Guy Perrier, Ingrid Falk (2005)
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Ingrid Falk, Claire Gardent (2010)
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In fact this is the only existing gold standard for French Verbnet style classes and we also use it for the overall evaluation of our system. 13 They are described in detail in [9]. 14
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Experiments on the Automatic Induction of German Semantic Verb ClassesComputational Linguistics, 32
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Elsa Tolone (2009)
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Ingrid Falk, Gil Francopoulo, Claire Gardent (2007)
Évaluer SYNLEX
In Natural Language Processing, verb classifications have been shown to be useful both theoretically (to capture syntactic and semantic generalisations about verbs) and practically (to support factorisation and the supervised learning of shallow semantic parsers). Acquiring such classifications manually is both costly and errror prone however. In this paper, we present a novel approach for automatically acquiring verb classifications. The approach uses FCA to build a concept lattice from existing linguistic resources; and stability and separation indices to extract from this lattice those concepts that most closely capture verb classes. The approach is evaluated on an established benchmark and shown to differ from previous approaches and in particular, from clustering approaches, in two main ways. First, it supports polysemy (because a verb may belong to several classes). Second, it naturally provides a syntactic and semantic characterisation of the verb classes produced (by creating concepts which systematically associate verbs with their syntactic and semantic attributes).
Annals of Mathematics and Artificial Intelligence – Springer Journals
Published: Aug 18, 2013
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