Author

Marlo Souza

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#small language model Oct 2026

Unsupervised Subword Segmentation for POS Tagging in Low-Resource Agglutinative Languages

While Part-of-speech tagging is considered a well-understood task in the literature, most work has focused on indo-european languages with fusional morphology. For low-resource agglutinative languages, such as brazillian indigenous languages, the task is commonly constrained by small annotated corpora, high lexical spa...

Jonas Oliveira Pereira, Lilian Teixeira de Sousa, Marlo Souza · 0 citations

#small language model Oct 2026

Textbook-Enriched Training for Language Models: Boosting Answer Quality in Specialized Contexts

The use of textbooks as primary sources of information has increasingly given way to tools based on Large Language Models (LLMs), raising concerns about the reliability of generated answers. This study investigates how different adaptation strategies shape the behavior of small language models in educational Question A...

Lucas B. Bulcão Mota, Larrissa Dantas, Daniela Barreiro Claro et al. · 0 citations