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cs.CL2026
RunyaNER: Auxiliary Language Selection for Runyankore NER
Prosper Arineitwe Asiimwe, Francois Meyer, Jan Buys
Cross-lingual zero-shot transfer and multilingual fine-tuning are promising approaches for NLP tasks such as Named Entity Recognition (NER) in low-resource languages, but in the ab…
cs.CL2026
The Geometry of Low-Resource Language Representations
Francois Meyer, Jan Buys
The performance gap between low- and high-resource languages in LLMs is widely known, but it remains unclear which internal model factors drive these disparities. In this paper, we…
cs.CL2026
MzansiText and MzansiLM: An Open Corpus and Decoder-Only Language Model for South African Languages
Anri Lombard, Simbarashe Mawere, Temi Aina +5
Decoder-only language models can be adapted to diverse tasks through instruction finetuning, but the extent to which this generalizes at small scale for low-resource languages rema…