Matches in SemOpenAlex for { <https://semopenalex.org/work/W4285607142> ?p ?o ?g. }
Showing items 1 to 74 of
74
with 100 items per page.
- W4285607142 abstract "Current document-level neural machine translation (NMT) systems have achieved remarkable progress with document context. Nevertheless, discourse information that has been proven effective in many NLP tasks is ignored in most previous work. In this work, we aim at incorporating the coherence information hidden within the RST-style discourse structure into machine translation. To achieve it, we propose a document-level NMT system enhanced with the discourse-aware document context, which is named Disco2NMT. Specifically, Disco2NMT models document context based on the discourse dependency structures through a hierarchical architecture. We first convert the RST tree of an article into a dependency structure and then build the graph convolutional network (GCN) upon the segmented EDUs under the guidance of RST dependencies to capture the discourse-aware context for NMT incorporation. We conduct experiments on the document-level English-German and English-Chinese translation tasks with three domains (TED, News, and Europarl). Experimental results show that our Disco2NMT model significantly surpasses both context-agnostic and context-aware baseline systems on multiple evaluation indicators." @default.
- W4285607142 created "2022-07-16" @default.
- W4285607142 creator A5006971161 @default.
- W4285607142 creator A5029998682 @default.
- W4285607142 creator A5037885920 @default.
- W4285607142 creator A5047623320 @default.
- W4285607142 creator A5053763924 @default.
- W4285607142 creator A5059837056 @default.
- W4285607142 creator A5070245119 @default.
- W4285607142 date "2022-07-01" @default.
- W4285607142 modified "2023-09-28" @default.
- W4285607142 title "Towards Discourse-Aware Document-Level Neural Machine Translation" @default.
- W4285607142 doi "https://doi.org/10.24963/ijcai.2022/608" @default.
- W4285607142 hasPublicationYear "2022" @default.
- W4285607142 type Work @default.
- W4285607142 citedByCount "2" @default.
- W4285607142 countsByYear W42856071422023 @default.
- W4285607142 crossrefType "proceedings-article" @default.
- W4285607142 hasAuthorship W4285607142A5006971161 @default.
- W4285607142 hasAuthorship W4285607142A5029998682 @default.
- W4285607142 hasAuthorship W4285607142A5037885920 @default.
- W4285607142 hasAuthorship W4285607142A5047623320 @default.
- W4285607142 hasAuthorship W4285607142A5053763924 @default.
- W4285607142 hasAuthorship W4285607142A5059837056 @default.
- W4285607142 hasAuthorship W4285607142A5070245119 @default.
- W4285607142 hasBestOaLocation W42856071421 @default.
- W4285607142 hasConcept C121332964 @default.
- W4285607142 hasConcept C151730666 @default.
- W4285607142 hasConcept C154945302 @default.
- W4285607142 hasConcept C162319229 @default.
- W4285607142 hasConcept C163797641 @default.
- W4285607142 hasConcept C184337299 @default.
- W4285607142 hasConcept C19768560 @default.
- W4285607142 hasConcept C199360897 @default.
- W4285607142 hasConcept C203005215 @default.
- W4285607142 hasConcept C204321447 @default.
- W4285607142 hasConcept C2779343474 @default.
- W4285607142 hasConcept C2781181686 @default.
- W4285607142 hasConcept C41008148 @default.
- W4285607142 hasConcept C62520636 @default.
- W4285607142 hasConcept C81363708 @default.
- W4285607142 hasConcept C86803240 @default.
- W4285607142 hasConceptScore W4285607142C121332964 @default.
- W4285607142 hasConceptScore W4285607142C151730666 @default.
- W4285607142 hasConceptScore W4285607142C154945302 @default.
- W4285607142 hasConceptScore W4285607142C162319229 @default.
- W4285607142 hasConceptScore W4285607142C163797641 @default.
- W4285607142 hasConceptScore W4285607142C184337299 @default.
- W4285607142 hasConceptScore W4285607142C19768560 @default.
- W4285607142 hasConceptScore W4285607142C199360897 @default.
- W4285607142 hasConceptScore W4285607142C203005215 @default.
- W4285607142 hasConceptScore W4285607142C204321447 @default.
- W4285607142 hasConceptScore W4285607142C2779343474 @default.
- W4285607142 hasConceptScore W4285607142C2781181686 @default.
- W4285607142 hasConceptScore W4285607142C41008148 @default.
- W4285607142 hasConceptScore W4285607142C62520636 @default.
- W4285607142 hasConceptScore W4285607142C81363708 @default.
- W4285607142 hasConceptScore W4285607142C86803240 @default.
- W4285607142 hasLocation W42856071421 @default.
- W4285607142 hasOpenAccess W4285607142 @default.
- W4285607142 hasPrimaryLocation W42856071421 @default.
- W4285607142 hasRelatedWork W1484029852 @default.
- W4285607142 hasRelatedWork W1512718085 @default.
- W4285607142 hasRelatedWork W1585034923 @default.
- W4285607142 hasRelatedWork W1592339875 @default.
- W4285607142 hasRelatedWork W1697423248 @default.
- W4285607142 hasRelatedWork W2435130738 @default.
- W4285607142 hasRelatedWork W2549024183 @default.
- W4285607142 hasRelatedWork W2758137671 @default.
- W4285607142 hasRelatedWork W3107474891 @default.
- W4285607142 hasRelatedWork W2610387714 @default.
- W4285607142 isParatext "false" @default.
- W4285607142 isRetracted "false" @default.
- W4285607142 workType "article" @default.