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low-resource machine translation

topic1 events
papersTODAY 04:00 UTC

Melbourne WMT 2026 Submission Targets Pacific Creole Translation

Researchers from the University of Melbourne submitted a system to the WMT 2026 Creole Language Translation shared task, covering Tok Pisin, Bislama, and Solomon Pijin. The work emphasizes balanced performance across a wide range of domains rather than a single text type. It relies on pre-training followed by domain-aware fine-tuning for these low-resource Pacific creoles.

machine-translation/low-resource/arxiv/pacific-languages