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Study and correlation analysis of linguistic, perceptual and automatic machine translation evaluations

Autor
Farrus, M.; Ruiz, M.; Popovic, M.; Henriquez, C.
Tipus d'activitat
Article en revista
Revista
Journal of the Association for Information Science and Technology
Data de publicació
2012-01-01
Volum
63
Número
1
Pàgina inicial
174
Pàgina final
184
DOI
https://doi.org/10.1002/asi.21674 Obrir en finestra nova
Repositori
http://hdl.handle.net/2117/102176 Obrir en finestra nova
URL
https://www.asist.org/publications/jasist/ Obrir en finestra nova
Resum
Evaluation of machine translation output is an important task. Various human evaluation techniques as well as automatic metrics have been proposed and investigated in the last decade. However, very few evaluation methods take the linguistic aspect into account. In this article, we use an objective evaluation method for machine translation output that classifies all translation errors into one of the five following linguistic levels: orthographic, morphological, lexical, semantic, and syntactic. ...
Citació
Farrus, M., Ruiz, M., Popovic, M., Henriquez, C. Study and correlation analysis of linguistic, perceptual and automatic machine translation evaluations. "Journal of the Association for Information Science and Technology", 1 Gener 2012, vol. 63, núm. 1, p. 174-184.
Paraules clau
Linguistic machine translation evaluation
Grup de recerca
IDEAI-UPC Intelligent Data Science and Artificial Intelligence
TALP - Centre de Tecnologies i Aplicacions del Llenguatge i la Parla

Participants

Arxius