AI RESEARCH

LLM Probe: Evaluating LLMs for Low-Resource Languages

arXiv CS.CL

ArXi:2603.29517v1 Announce Type: new Despite rapid advances in large language models (LLMs), their linguistic abilities in low-resource and morphologically rich languages are still not well understood due to limited annotated resources and the absence of standardized evaluation frameworks. This paper presents LLM Probe, a lexicon-based assessment framework designed to systematically evaluate the linguistic skills of LLMs in low-resource language environments.