Guo, Yuqing, van Genabith, Josef and Wang, Haifeng (2008) Dependency-based n-gram models for general purpose sentence realisation. In: COLING 2008 - 22nd International Conference on Computational Linguistics, 18-22 August 2008, Manchester, UK.
Abstract
We present dependency-based n-gram models for general-purpose, widecoverage, probabilistic sentence realisation.
Our method linearises unordered dependencies in input representations directly rather than via the application
of grammar rules, as in traditional chartbased generators. The method is simple, efficient, and achieves competitive accuracy and complete coverage on standard English (Penn-II, 0.7440 BLEU, 0.05 sec/sent) and Chinese (CTB6, 0.7123 BLEU, 0.14 sec/sent) test data.
Metadata
| Item Type: | Conference or Workshop Item (Paper) |
|---|---|
| Event Type: | Conference |
| Refereed: | Yes |
| Subjects: | Computer Science > Machine translating |
| DCU Faculties and Centres: | Research Institutes and Centres > National Centre for Language Technology (NCLT) DCU Faculties and Schools > Faculty of Engineering and Computing > School of Computing |
| Publisher: | Association for Computational Linguistics |
| Official URL: | http://aclweb.org/anthology/C/C08/ |
| Use License: | This item is licensed under a Creative Commons Attribution-NonCommercial-Share Alike 3.0 License. View License |
| Funders: | Science Foundation Ireland, SFI 04/IN/I527 |
| ID Code: | 15196 |
| Deposited On: | 16 Feb 2010 15:57 by DORAS Administrator . Last Modified 19 Jul 2018 14:50 |
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