Skip to content

Commit

Permalink
Retract 2021.acl-long.222 (acl-org#3694)
Browse files Browse the repository at this point in the history
  • Loading branch information
mjpost authored Jul 25, 2024
1 parent fa0a4d9 commit 35a3859
Showing 1 changed file with 4 additions and 1 deletion.
5 changes: 4 additions & 1 deletion data/xml/2021.acl.xml
Original file line number Diff line number Diff line change
Expand Up @@ -3637,10 +3637,13 @@
<author><first>Guodong</first><last>Zhou</last></author>
<pages>2851–2861</pages>
<abstract>Context-aware neural machine translation (NMT) remains challenging due to the lack of large-scale document-level parallel corpora. To break the corpus bottleneck, in this paper we aim to improve context-aware NMT by taking the advantage of the availability of both large-scale sentence-level parallel dataset and source-side monolingual documents. To this end, we propose two pre-training tasks. One learns to translate a sentence from source language to target language on the sentence-level parallel dataset while the other learns to translate a document from deliberately noised to original on the monolingual documents. Importantly, the two pre-training tasks are jointly and simultaneously learned via the same model, thereafter fine-tuned on scale-limited parallel documents from both sentence-level and document-level perspectives. Experimental results on four translation tasks show that our approach significantly improves translation performance. One nice property of our approach is that the fine-tuned model can be used to translate both sentences and documents.</abstract>
<url hash="1a937860">2021.acl-long.222</url>
<url hash="9ceda8ac">2021.acl-long.222</url>
<doi>10.18653/v1/2021.acl-long.222</doi>
<bibkey>chen-etal-2021-breaking</bibkey>
<video href="2021.acl-long.222.mp4"/>
<revision id="1" href="2021.acl-long.222v1" hash="1a937860"/>
<revision id="2" href="2021.acl-long.222v2" hash="9ceda8ac" date="2024-07-23">Retracted.</revision>
<retracted date="2024-07-23">This paper violated ACL's dual-submission policy.</retracted>
</paper>
<paper id="223">
<title>Guiding Teacher Forcing with Seer Forcing for Neural Machine Translation</title>
Expand Down

0 comments on commit 35a3859

Please sign in to comment.