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Bilingual generalized LR parser for ITG alignment

Authors: Borreguero Torró, Ferrán;

Bilingual generalized LR parser for ITG alignment

Abstract

[EN] Alignment is a technique that given a pair of sentences in two languages with the same meanings, it establish the most likely bilingual correspondence among the words in the sentences, result that can be used for the creation of dictionaries and machine translation. The current state of art for alignment uses a special grammar form called ITG that has been proven to correctly define bilingual pairs. Nevertheless, the parsing method applied is expensive and does not consider any insight about the language. In this work, we try to combine the ITG model with a special adhoc parser for natural language called GLR. The combination of this two techniques is expected to reduce the overall time complexity with respect to the original algorithm.

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Spain
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Keywords

GLR, Parsing, Parallel corpora, Grado en Ingeniería Informática-Grau en Enginyeria Informàtica, ITG, LENGUAJES Y SISTEMAS INFORMATICOS, Alignment

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
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