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E14-1017.pdf

🔗 Source: repository.essex.ac.uk

📊 Size: 236 KB

👤 Author: Annie Louis ; Bonnie Webber

⬇️ Downloads: 47

Summary

The authors present a French to English translation system for Wikipedia biography articles, using training data from out-of-domain corpora and adapting the system for biographies. They propose two forms of domain adaptation: one that biases the system towards words likely in biographies and encourages repetition of words across the document, and another that exploits the regular structure of biographies as a sequence of topic segments. The authors implement both systems using cache-based translation techniques and show that their models can improve translation quality by up to 0.5 BLEU score points over an out-of-domain system, with the structure-aware model outperforming the system that treats the entire document as a single segment.

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Description

The authors present a French to English translation system for Wikipedia biography articles, using training data from out-of-domain corpora and adapting the...

Technical Information

File Format: PDF
File Size: 236 KB
Pages: 9
Language: EN
Author: Annie Louis ; Bonnie Webber
Total Downloads: 47
Last Updated: 1 month ago

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