Improving speculative language recognition incorporating expert knowledge - HAL-SHS - Sciences de l'Homme et de la Société
Proceedings/Recueil Des Communications Année : 2012

Improving speculative language recognition incorporating expert knowledge

Résumé

In this paper we present a methodology to improve a supervised classifier analyzing classification errors and incorporating expert knowledge to the learning process, without hurting classifier performance. We implement and evaluate the methodology on the tasks of hedge cue identification and scope resolution.

Domaines

Linguistique
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Dates et versions

halshs-00721590 , version 1 (28-07-2012)

Identifiants

  • HAL Id : halshs-00721590 , version 1

Citer

Guillermo Moncecchi, Jean-Luc Minel, Dina Wonsever. Improving speculative language recognition incorporating expert knowledge. Roser Morante, Caroline Sporleder. ExProM 2012, Jul 2012, Jeju, South Korea. Association for Computational Linguistics (ACL), pp.37-46, 2012. ⟨halshs-00721590⟩
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