In this work we will show the role of lexical resources in machine translation processes, giving several examples after a brief overview of Machine Translation studies. Then we will advocate the need for a richer lexicon in MT processes and sketch a methodology to obtain it through a mix of corpus-based and machine learning approaches.

Automated translation between lexicon and corpora

GOLA, ELISABETTA;FEDERICI, STEFANO;WADE, JOHN CHRISTOPHER
2012-01-01

Abstract

In this work we will show the role of lexical resources in machine translation processes, giving several examples after a brief overview of Machine Translation studies. Then we will advocate the need for a richer lexicon in MT processes and sketch a methodology to obtain it through a mix of corpus-based and machine learning approaches.
Translation; Corpus linguistics; Natural Language Processing; Machine Learning; Lexical Knowledge.
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11584/96376
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