Other formats:
BibTeX
LaTeX
RIS
@article{2228625, author = {Kotzé, Gideon and Vandeghinste, Vincent and Martens, Scott and Tiedemann, Jörg}, article_location = {NETHERLANDS}, doi = {http://dx.doi.org/10.1007/s10579-016-9369-0}, keywords = {parallel treebank, parallel corpus, machine translation, syntax-based machine translation, constituent alignment, tree alignment, resource development}, issn = {1574-020X}, journal = {LANGUAGE RESOURCES AND EVALUATION}, title = {Large aligned treebanks for syntax-based machine translation}, volume = {Vol. 51(2)}, year = {2017} }
TY - JOUR ID - 2228625 AU - Kotzé, Gideon - Vandeghinste, Vincent - Martens, Scott - Tiedemann, Jörg PY - 2017 TI - Large aligned treebanks for syntax-based machine translation JF - LANGUAGE RESOURCES AND EVALUATION VL - Vol. 51(2) SP - 249-282 EP - 249-282 PB - SPRINGER SN - 1574020X KW - parallel treebank, parallel corpus, machine translation, syntax-based machine translation, constituent alignment, tree alignment, resource development N2 - We present a collection of parallel treebanks that have been automatically aligned on both the terminal and the non-terminal constituent level for use in syntax-based machine translation. We describe how they were constructed and applied to a syntax- and example-based machine translation system called Parse and Corpus-Based Machine Translation (PaCo-MT). For the language pair Dutch to English, we present non-terminal alignment evaluation scores for a variety of tree alignment approaches. Finally, based on the parallel treebanks created by these approaches, we evaluate the MT system itself and compare the scores with those of Moses, a current state-of-the-art statistical MT system, when trained on the same data. ER -
KOTZÉ, Gideon, Vincent VANDEGHINSTE, Scott MARTENS and Jörg TIEDEMANN. Large aligned treebanks for syntax-based machine translation. \textit{LANGUAGE RESOURCES AND EVALUATION}. NETHERLANDS: SPRINGER, 2017, Vol. 51(2), p.~249-282. ISSN~1574-020X. Available from: https://dx.doi.org/10.1007/s10579-016-9369-0.
|