3 papers
cs.CL2026
Evaluating Small Decoder-Only Language Models for Grammar Correction and Text Simplification
Anthony Lamelas
Large language models have become extremely popular recently due to their ability to achieve strong performance on a variety of tasks, such as text generation and rewriting, but th…
cs.LG2025
Canoe Paddling Quality Assessment Using Smart Devices: Preliminary Machine Learning Study
S. Parab, A. Lamelas, A. Hassan +1
Over 22 million Americans participate in paddling-related activities annually, contributing to a global paddlesports market valued at 2.4 billion US dollars in 2020. Despite its po…
cs.CV2025
Scaling Semantic Categories: Investigating the Impact on Vision Transformer Labeling Performance
Anthony Lamelas, Harrison Muchnic
This study explores the impact of scaling semantic categories on the image classification performance of vision transformers (ViTs). In this specific case, the CLIP server provided…