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Full machine translation for factoid question answering

Autor
España-Bonet, C.; Comas, P.R.
Tipus d'activitat
Presentació treball a congrés
Nom de l'edició
Workshop on Exploiting Synergies between Information Retrieval and Machine Translation (ESIRMT) and Hybrid Approaches to Machine Translation (HyTra)
Any de l'edició
2012
Data de presentació
2012-04-23
Llibre d'actes
Joint workshop on Exploiting synergies between information retrieval and machine translation (ESIRMT) and Hybrid approaches to machine translation (HyTra) at EACL-2012: proceedings of the workshop
Pàgina inicial
20
Pàgina final
29
Editor
Association for Computational Linguistics
Repositori
http://hdl.handle.net/2117/15999 Obrir en finestra nova
URL
http://www-lium.univ-lemans.fr/esirmt-hytra/esirmt-hytra-proceedings.pdf Obrir en finestra nova
Resum
In this paper we present an SMT-based approach to Question Answering (QA). QA is the task of extracting exact answers in response to natural language questions. In our approach, the answer is a translation of the question obtained with an SMT system. We use the n-best translations of a given question to find similar sentences in the document collection that contain the real answer. Although it is not the first time that SMT inspires a QA system, it is the first approach that uses a full Machine ...
Citació
España-Bonet, C.; Comas, P.R. Full machine translation for factoid question answering. A: Workshop on Exploiting Synergies between Information Retrieval and Machine Translation (ESIRMT) and Hybrid Approaches to Machine Translation (HyTra). "Joint workshop on Exploiting synergies between information retrieval and machine translation (ESIRMT) and Hybrid approaches to machine translation (HyTra) at EACL-2012: proceedings of the workshop". Avignon: Association for Computational Linguistics, 2012, p. 20-29.
Grup de recerca
GPLN - Grup de Processament del Llenguatge Natural

Participants

  • España Bonet, Cristina  (autor ponent)
  • Comas Umbert, Pere Ramon  (autor ponent)

Arxius