Author

Dietrich Klakow

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Preprint Jul 2026

From Monolingual to Multilingual: Evaluating Mamba for ASR in South African Languages

This work evaluates Mamba for ASR on seven South African languages and finds that multilingual training consistently improves performance over monolingual training, however, adding explicit language information does not improve in-domain performance but does improve cross-corpus robustness.

Jesujoba Oluwadara Alabi, Julian Herreilers, Badr M. Abdullah et al. · 0 citations

#machine learning Preprint Aug 2026

Task- and dataset-specific information in protein language models

Protein language models (PLMs) have transferred the latest advances from natural language processing to computational biology. These models, trained on large corpora of protein sequence data, are widely used to translate amino acid sequences into latent-space embeddings, ready for use in diverse downstream tasks (DTs)....

R. Joeres, Ilya S. Senatorov, A. Kolchina et al. · 0 citations