| Download | - View accepted manuscript: Adaptive Language and Translation Models for Interactive Machine Translation (PDF, 256 KiB)
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| Author | Search for: Nepveu, L.; Search for: Langlais, P.; Search for: Lapalme, G.; Search for: Foster, George |
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| Format | Text, Article |
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| Conference | 2004 Conference on Empirical Methods in Natural Language Processing (EMNLP 04), July 25-26, 2004, Barcelona, Spain |
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| Abstract | We describe experiments carried out with adaptive language and translation models in the context of an interactive computer-assisted translation program. We developed cache-based language models which were then extended to the bilingual case for a cachebased translation model. We present the improvements we obtained in two contexts: in a theoretical setting, we achieved a drop in perplexity for the new models and, in a more practical situation simulating a user working with the system, we showed that fewer keystrokes would be needed to enter a translation. |
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| Publication date | 2004 |
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| In | |
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| Language | English |
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| NRC number | NRCC 48083 |
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| NPARC number | 5764887 |
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| Export citation | Export as RIS |
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| Report a correction | Report a correction (opens in a new tab) |
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| Record identifier | 5e268f8f-1983-4d29-8a92-74ec8f519922 |
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| Record created | 2009-03-29 |
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| Record modified | 2021-01-05 |
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