Машинный перевод на уровне документа

method ID: documentlevelmachinetranslation

Related Papers

Corpora for Document-Level Neural Machine Translation

Authors: nan

Publication: TIPSTER (2020)

DOI: nan

AbstractInstead of translating sentences in isolation, document-level machine translation aims to capture discourse dependencies across sentences by considering a document as a whole. In recent years, there have been more …...

14566

Leveraging Discourse Rewards for Document-Level Neural Machine Translation

Authors: nan

Publication: TIPSTER (2020)

DOI: nan

AbstractDocument-level machine translation focuses on the translation of entire documents from a source to a target language. It is widely regarded as a challenging task since the translation of the …...

3970

Document Level Hierarchical Transformer

Authors: nan

Publication: TIPSTER (2021)

DOI: nan

AbstractGenerating long and coherent text is an important and challenging task encompassing many application areas such as summarization, document level machine translation and story generation. Despite the success in modeling …...

28422

Target-Side Augmentation for Document-Level Machine Translation

Authors: nan

Publication: TIPSTER (2023)

DOI: nan

AbstractDocument-level machine translation faces the challenge of data sparsity due to its long input length and a small amount of training data, increasing the risk of learning spurious patterns. To …...

38090

Targeted Data Augmentation Improves Context-aware Neural Machine Translation

Authors: nan

Publication: TIPSTER (2023)

DOI: nan

AbstractProgress in document-level Machine Translation is hindered by the lack of parallel training data that include context information. In this work, we evaluate the potential of data augmentation techniques to …...

18314

What Works When in Context-aware Neural Machine Translation?

Authors: nan

Publication: TIPSTER (2023)

DOI: nan

AbstractDocument-level Machine Translation has emerged as a promising means to enhance automated translation quality, but it is currently unclear how effectively context-aware models use the available context during translation. This …...

3029