Statistical machine translation: rapid development with limited resources

George Foster, Simona Gandrabur, Philippe Langlais, Pierre Plamondon, Graham Russell, Michel Simard


Abstract
We describe an experiment in rapid development of a statistical machine translation (SMT) system from scratch, using limited resources: under this heading we include not only training data, but also computing power, linguistic knowledge, programming effort, and absolute time.
Anthology ID:
2003.mtsummit-papers.15
Volume:
Proceedings of Machine Translation Summit IX: Papers
Month:
September 23-27
Year:
2003
Address:
New Orleans, USA
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MTSummit
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URL:
https://aclanthology.org/2003.mtsummit-papers.15
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Cite (ACL):
George Foster, Simona Gandrabur, Philippe Langlais, Pierre Plamondon, Graham Russell, and Michel Simard. 2003. Statistical machine translation: rapid development with limited resources. In Proceedings of Machine Translation Summit IX: Papers, New Orleans, USA.
Cite (Informal):
Statistical machine translation: rapid development with limited resources (Foster et al., MTSummit 2003)
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PDF:
https://aclanthology.org/2003.mtsummit-papers.15.pdf