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2014
- handle: 10670/1.saw3t6
- isbn: 978-3-319-12026-3
- halshs: halshs-01086214
- doi: 10.1007/978-3-319-12027-0_7
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info:eu-repo/semantics/altIdentifier/doi/10.1007/978-3-319-12027-0_7
info:eu-repo/semantics/OpenAccess
Mots-clés
Hedge scope detection HedgingSujets proches
Learning process Scholarship LearningCiter ce document
Guillermo Moncecchi et al., « The Influence of Syntactic Information on Hedge Scope Detection », HAL-SHS : linguistique, ID : 10.1007/978-3-319-12027-0_7
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Résumé
In this paper we elaborate over the use of sequential super-vised learning methods on the task of hedge cue scope detection. We address the task using a learning methodology that proposes the use of an iterative, error-based approach to improve classification performance. We analyze how the incorporation of syntactic constituent information to the learning and post-processing steps produces a performance im-provement of almost twelve points in terms of F-score over previously unseen data.