UNAL-NLP: Cross-Lingual Phrase Sense Disambiguation with Syntactic Dependency Trees

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Abstract

In this paper we describe our participation in the SemEval 2014, Task 5, consisting of the construction of a translation assistance system that translates L1 fragments, written in L2 context, to their correct L2 translation. Our approach consists of a bilingual parallel corpus, a system of syntactic features extraction and a statistical memory-based classification algorithm. Our system ranked 4th and 6th among the 10 participating systems that used the English-Spanish data set.

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Silva-Schlenker, E., Jimenez, S., & Baquero, J. (2014). UNAL-NLP: Cross-Lingual Phrase Sense Disambiguation with Syntactic Dependency Trees. In 8th International Workshop on Semantic Evaluation, SemEval 2014 - co-located with the 25th International Conference on Computational Linguistics, COLING 2014, Proceedings (pp. 743–747). Association for Computational Linguistics (ACL). https://doi.org/10.3115/v1/s14-2132

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