2 papers
cs.CL2026
Clinical named entity recognition in the Portuguese language: a benchmark of modern BERT models and LLMs
Vinicius Anjos de Almeida, Sandro Saorin da Silva, Josimar Chire +8
Clinical notes contain valuable unstructured information. Named entity recognition (NER) enables the automatic extraction of medical concepts; however, benchmarks for Portuguese re…
cs.LG2026
Maintaining Difficulty: A Margin Scheduler for Triplet Loss in Siamese Networks Training
Roberto Sprengel Minozzo Tomchak, Oge Marques, Lucas Garcia Pedroso +2
The Triplet Margin Ranking Loss is one of the most widely used loss functions in Siamese Networks for solving Distance Metric Learning (DML) problems. This loss function depends on…