4 papers
Teaching LLMs Brazilian Healthcare: Injecting Knowledge from Official Clinical Guidelines
Hugo Abonizio, Filipe Rocha Lopes, Roberto Lotufo +1
Brazil's Unified Health System (SUS) relies on official clinical guidelines that define diagnostic criteria, treatments, dosages, and monitoring procedures for over 200 million cit…
ptt5-v2: A Closer Look at Continued Pretraining of T5 Models for the Portuguese Language
Marcos Piau, Roberto Lotufo, Rodrigo Nogueira
Despite advancements in Natural Language Processing (NLP) and the growing availability of pretrained models, the English language remains the primary focus of model development. Co…
MLissard: Multilingual Long and Simple Sequential Reasoning Benchmarks
Mirelle Bueno, Roberto Lotufo, Rodrigo Nogueira
Language models are now capable of solving tasks that require dealing with long sequences consisting of hundreds of thousands of tokens. However, they often fail on tasks that requ…
Quati: A Brazilian Portuguese Information Retrieval Dataset from Native Speakers
Mirelle Bueno, Eduardo Seiti de Oliveira, Rodrigo Nogueira +2
Despite Portuguese being one of the most spoken languages in the world, there is a lack of high-quality information retrieval datasets in that language. We present Quati, a dataset…