| Téléchargement | - Voir la version finale : Paraphrasing for style (PDF, 251 Kio)
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| Auteur | Rechercher : Xu, Wei; Rechercher : Ritter, Alan; Rechercher : Dolan, William B.; Rechercher : Grishman, Ralph; Rechercher : Cherry, Colin1 |
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| Affiliation | - Conseil national de recherches du Canada. Technologies de l'information et des communications
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| Format | Texte, Article |
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| Conférence | 24th International Conference on Computational Linguistics, COLING 2012, December 8-15, 2012, Mumbai, India |
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| Sujet | automatic evaluation; parallel text; parallel training; paraphrase; Shakespeare; writing style; computational linguistics |
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| Résumé | We present initial investigation into the task of paraphrasing language while targeting a particular writing style. The plays of William Shakespeare and their modern translations are used as a testbed for evaluating paraphrase systems targeting a specific style of writing. We show that even with a relatively small amount of parallel training data, it is possible to learn paraphrase models which capture stylistic phenomena, and these models outperform baselines based on dictionaries and out-of-domain parallel text. In addition we present an initial investigation into automatic evaluation metrics for paraphrasing writing style. To the best of our knowledge this is the first work to investigate the task of paraphrasing text with the goal of targeting a specific style of writing. |
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| Date de publication | 2012-12-15 |
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| Maison d’édition | The COLING 2012 Organizing Committee |
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| Dans | |
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| Langue | anglais |
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| Publications évaluées par des pairs | Oui |
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| Numéro NPARC | 21269998 |
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| Exporter la notice | Exporter en format RIS |
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| Signaler une correction | Signaler une correction (s'ouvre dans un nouvel onglet) |
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| Identificateur de l’enregistrement | 0086e1ae-4352-4a54-9796-e5a56a246a74 |
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| Enregistrement créé | 2013-12-13 |
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| Enregistrement modifié | 2020-05-29 |
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