What is Example-Based Machine Translation?
2003
We maintain that the essential feature that characterizes a Machine Translation approach and sets it apart from other approaches is the kind of knowledge it uses. From this perspective, we argue that Example-Based Machine Translation is sometimes characterized in terms of nonessential features. We show that Example-Based Machine Translation, as long as it is linguistically principled, significantly overlaps with other linguistically principled approaches to Machine Translation. We make a proposal for translation knowledge bases that make such an overlap explicit. We relate our proposal to translation by analogy, which stands out as an inherently example-based technique.
Keywords:
- Synchronous context-free grammar
- Computer-assisted translation
- Machine translation
- Natural language processing
- Machine translation software usability
- Example-based machine translation
- Analogy
- Artificial intelligence
- Transfer-based machine translation
- Rule-based machine translation
- Computer science
- Knowledge acquisition
- Correction
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