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This paper introduces MudawanSn, a gold-standard parallel corpus for Wolof-Arabic machine translation, and shows that fine-tuning on it yields substantial improvements in translation quality for both language directions.
GlossAssist is a tool for creating interlinear glossed text (IGT) corpora in low-resource language documentation settings, built around the CWoMP retrieval-based architecture with an active learning feedback loop that improves predictions as annotators make corrections without retraining the model.