2 papers
cs.CL2026
PACUTE: Phonology-, Affix-, and Character-level Understanding of Tokens for Filipino
Jann Railey Montalan, David Demitri Africa, Jimson Paulo Layacan +3
Large language models (LLMs) process text as sequences of subword tokens, which can obscure the character-level and morphological structure that underlies word formation. This limi…
cs.CL2025
Batayan: A Filipino NLP benchmark for evaluating Large Language Models
Jann Railey Montalan, Jimson Paulo Layacan, David Demitri Africa +5
Recent advances in large language models (LLMs) have demonstrated remarkable capabilities on widely benchmarked high-resource languages. However, linguistic nuances of under-resour…