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Angelina Nadeak

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Open access Sep 2026

Evaluation of Gen-AI (LLM) Results on Prompts in the Batak Language

While Large Language Models (LLMs) demonstrate remarkable NLP capabilities, their performance on low-resource regional languages like Toba Batak remains underexplored. This study presents a rigorous empirical evaluation of four LLMs—ChatGPT, Gemini, Perplexity, and the domain-adapted Toba-LLM—on prompts written in the...

Ade Siahaan, Angelina Nadeak, Jeremy Samosir et al. · 0 citations

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