Note Published version: https://openreview.net/forum?id=XTHfNGI3zT

Note Demo showcasing PECoRe usage with the `inseq attribute-context` CLI for decoder-only and encoder-decoder models.

Note IWSLT 2017 dataset with document-level IDs. The English-French portion was used for context-aware MT training.

Note SCAT+ dataset used for further fine-tuning and evaluation on anaphoric pronouns

Note DiscEval-MT dataset used for evaluation on anaphora resolution and lexical choice

Helsinki-NLP/opus-mt-en-fr

Translation • Updated Feb 14 • 319k • 44

Note Opus MT Small (default)

context-mt/scat-marian-small-ctx4-cwd1-en-fr

Translation • Updated Mar 10 • 89

Note Opus MT Small, Source context only

context-mt/scat-marian-small-target-ctx4-cwd0-en-fr

Translation • Updated Mar 10 • 92 • 1

Note Opus MT Small, Source and target-side contexts

Helsinki-NLP/opus-mt-tc-big-en-fr

Translation • Updated Oct 10, 2023 • 3.93k • 4

Note Opus MT Big (default)

context-mt/scat-marian-big-ctx4-cwd1-en-fr

Translation • Updated Mar 10 • 9

Note Opus MT Big, Source context only

context-mt/scat-marian-big-target-ctx4-cwd0-en-fr

Translation • Updated Mar 10 • 7

Note Opus MT Big, Source and target-side contexts

facebook/mbart-large-50-one-to-many-mmt

Text2Text Generation • Updated Mar 28, 2023 • 16.4k • 35

Note mBART 1-to-50 (default)

context-mt/scat-mbart50-1toM-ctx4-cwd1-en-fr

Translation • Updated Mar 10 • 4

Note mBART 1-to-50, Source context only

context-mt/scat-mbart50-1toM-target-ctx4-cwd0-en-fr

Translation • Updated Mar 10 • 16

Note mBART 1-to-50, Source and Target-side contexts