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Publication: TIPSTER (2008)

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tra Statistical machine translation systems are usually trained on large amounts of bilingual text and monolingual text. In this paper, we propose a method to per- form domain adaptation for …...

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Graph Propagation for Paraphrasing Out-of-Vocabulary Words in Statistical Machine Translation

Authors: nan

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Out-of-vocabulary (oov) words or phrases still remain a challenge in statistical machine translation especially when a limited amount of parallel text is available for training or when there is a …...

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Cross-Lingual Training for Automatic Question Generation

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DOI: nan

AbstractAutomatic question generation (QG) is a challenging problem in natural language understanding. QG systems are typically built assuming access to a large number of training instances where each instance is …...

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Expanding Pretrained Models to Thousands More Languages via Lexicon-based Adaptation

Authors: nan

Publication: TIPSTER (2022)

DOI: nan

AbstractThe performance of multilingual pretrained models is highly dependent on the availability of monolingual or parallel text present in a target language. Thus, the majority of the world’s languages cannot …...

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