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Translation Model Interpolation for Domain Adaptation in TectoMT

Publication at Faculty of Mathematics and Physics |
2015

Abstract

We present an implementation of domain adaptation by translation model interpolation in the TectoMT translation system with deep transfer. We evaluate the method on six language pairs with a 1000-sentence in-domain parallel corpus, and obtain improvements of up to 3 BLEU points.

The interpolation weights are set uniformly, without employing any tuning.