Machine Translation

Improving Language and Modality Transfer in Translation by Character-level Modeling

We propose a character-based translation model to improve adaptability to new languages and modalities, particularly for low-resource scenarios. Our method achieves …

Ioannis Tsiamas
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BOUQUET: dataset, Benchmark and Open initiative for Universal Quality Evaluation in Translation

We introduce BOUQUET, a multi-way, multi-domain, paragraph-level dataset and benchmark for machine translation, designed for broad domain representation and crowd-sourced expansion …

The Omnilingual MT Team
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The TALP-UPC Participation in WMT21 News Translation Task: an mBART-based NMT Approach

Our submission to the WMT 2021 news translation shared task for German-French translation demonstrates that fine-tuning a pretrained mBART50 model significantly outperforms a …

Carlos Escolano
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