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Improving Statistical Machine Translation by Adapting Translation Models to Translationese
Statistical Machine Translation Translation Models Translationese
2015/9/11
Translation models used for statistical machine translation are compiled from parallel corpora that are manually translated. The common assumption is that parallel texts are symmetrical: The direction...
Embedding Web-Based Statistical Translation Models in Cross-Language Information Retrieval
Statistical Translation Models Cross-Language Information
2015/8/28
Although more and more language pairs are covered by machine translation (MT) services, there
are still many pairs that lack translation resources. Cross-language information retrieval (CLIR)
is an ...
Learning Dependency Translation Models as Collections of Finite-State Head Transducers
Translation Models Finite-State Head Transducers
2015/8/25
The paper defines weighted head transducers, finite-state machines that perform middle-out string
transduction. These transducers are strictly more expressive than the special case of sta...