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Online Adaptation in Machine Translation by Leon is a document available to read on EtoBox.
What is Online Adaptation in Machine Translation about?
The document discusses online adaptation techniques for phrase-based statistical machine translation systems based on user post-edits. It proposes methods to augment the generative components like translation and language models using caches built from post-edits. It also presents a discriminative method using structured perceptron to re-rank translations. Experimental results show significant gains from combining the approaches.
- Author
- Leon
- Language
- EN