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Cross-Lingual Preposition Disambiguation for Machine Translation

Publication Type : Conference Paper

Publisher : Procedia Computer Science

Source : Procedia Computer Science, Elsevier, Bangalore; India (2015)

Url :

Campus : Coimbatore

School : School of Engineering

Center : Computational Engineering and Networking

Department : Electronics and Communication

Year : 2015

Abstract : This paper presents a supervised prepositional ambiguity resolution method for machine translation models in which the target language is Tamil and source language is English. We restrict our transfer ambiguity resolution problem with few prepositions only. This resolution method is based on supervised models which exploit collocation occurrences and linguistic information as features. This attempt will rectify the challenges in handling prepositions in English to Tamil automatic translation system. The preliminary results obtained from the evaluation shows that the proposed method is suitable for preposition resolution problem. © 2015 The Authors.

Cite this Research Publication : M. A. Kumar, S. Rajendran, and Dr. Soman K. P., “Cross-Lingual Preposition Disambiguation for Machine Translation”, in Procedia Computer Science, Bangalore; India, 2015.

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