Exploring Discourse Structure in Document-level Machine Translation
Xinyu Hu,
Xiaojun Wan
Abstract:Neural machine translation has achieved great success in the past few years with the help of transformer architectures and large-scale bilingual corpora. However, when the source text gradually grows into an entire document, the performance of current methods for documentlevel machine translation (DocMT) is less satisfactory. Although the context is beneficial to the translation in general, it is difficult for traditional methods to utilize such long-range information. Previous studies on DocMT have concentrat… Show more
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