Контекстно-осведомленный НМП

method ID: contextawarenmt

Related Papers

Selective Attention for Context-aware Neural Machine Translation

Authors: nan

Publication: TIPSTER (2019)

DOI: nan

AbstractDespite the progress made in sentence-level NMT, current systems still fall short at achieving fluent, good quality translation for a full document. Recent works in context-aware NMT consider only a …...

20939

When a Good Translation is Wrong in Context: Context-Aware Machine Translation Improves on Deixis, Ellipsis, and Lexical Cohesion

Authors: nan

Publication: TIPSTER (2019)

DOI: nan

AbstractThough machine translation errors caused by the lack of context beyond one sentence have long been acknowledged, the development of context-aware NMT systems is hampered by several problems. Firstly, standard …...

39843

Contextual Neural Machine Translation Improves Translation of Cataphoric Pronouns

Authors: nan

Publication: TIPSTER (2020)

DOI: nan

AbstractThe advent of context-aware NMT has resulted in promising improvements in the overall translation quality and specifically in the translation of discourse phenomena such as pronouns. Previous works have mainly …...

37442

Contrastive Learning for Context-aware Neural Machine Translation Using Coreference Information

Authors: nan

Publication: TIPSTER (2021)

DOI: nan

AbstractContext-aware neural machine translation (NMT) incorporates contextual information of surrounding texts, that can improve the translation quality of document-level machine translation. Many existing works on context-aware NMT have focused on …...

27407

Focused Concatenation for Context-Aware Neural Machine Translation

Authors: nan

Publication: TIPSTER (2022)

DOI: nan

AbstractA straightforward approach to context-aware neural machine translation consists in feeding the standard encoder-decoder architecture with a window of consecutive sentences, formed by the current sentence and a number of …...

27476