De Gispert, A (2005) Phrase linguistic classification and generalization for improving statistical machine translation. ACL-05 - 43rd Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference. pp. 67-72.Full text not available from this repository.
In this paper a method to incorporate linguistic information regarding single-word and compound verbs is proposed, as a first step towards an SMT model based on linguistically-classified phrases. By substituting these verb structures by the base form of the head verb, we achieve a better statistical word alignment performance, and are able to better estimate the translation model and generalize to unseen verb forms during translation. Preliminary experiments for the English - Spanish language pair are performed, and future research lines are detailed. © 2005 Association for Computational Linguistics.
|Divisions:||Div F > Machine Intelligence|
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|Date Deposited:||09 Dec 2016 18:02|
|Last Modified:||23 Jan 2017 07:53|