3 papers
cs.CL2026
LogiPart: Local Large Language Models for Data Exploration at Scale with Logical Partitioning
Tiago Fernandes Tavares
The discovery of deep, steerable taxonomies in large text corpora is currently restricted by a trade-off between the surface-level efficiency of topic models and the prohibitive, n…
cs.CY2025
Automated Formative Feedback for Short-form Writing: An LLM-Driven Approach and Adoption Analysis
Tiago Fernandes Tavares, Luciano Pereira Soares
This paper explores the development and adoption of AI-based formative feedback in the context of biweekly reports in an engineering Capstone program. Each student is required to w…
cs.IR2025
Multi-label Cross-lingual automatic music genre classification from lyrics with Sentence BERT
Tiago Fernandes Tavares, Fabio José Ayres
Music genres are shaped by both the stylistic features of songs and the cultural preferences of artists' audiences. Automatic classification of music genres using lyrics can be use…