2 papers
cs.LG2025
Local LLM Ensembles for Zero-shot Portuguese Named Entity Recognition
João Lucas Luz Lima Sarcinelli, Diego Furtado Silva
Large Language Models (LLMs) excel in many Natural Language Processing (NLP) tasks through in-context learning but often under-perform in Named Entity Recognition (NER), especially…
cs.CL2025
MariNER: A Dataset for Historical Brazilian Portuguese Named Entity Recognition
João Lucas Luz Lima Sarcinelli, Marina Lages Gonçalves Teixeira, Jade Bortot de Paiva +1
Named Entity Recognition (NER) is a fundamental Natural Language Processing (NLP) task that aims to identify and classify entity mentions in texts across different categories. Whil…