4 citations · 9 across the 18 of their papers we have counts for
4 papers · 1 filter
Sabiá-3 Technical Report
Hugo Abonizio, Thales Sales Almeida, Thiago Laitz +4
This report presents Sabiá-3, our new flagship language model, and Sabiazinho-3, a more cost-effective sibling. The models were trained on a large brazilian-centric corpus. Evaluat…
SurveySum: A Dataset for Summarizing Multiple Scientific Articles into a Survey Section
Leandro Carísio Fernandes, Gustavo Bartz Guedes, Thiago Soares Laitz +4
Document summarization is a task to shorten texts into concise and informative summaries. This paper introduces a novel dataset designed for summarizing multiple scientific article…
ExaRanker-Open: Synthetic Explanation for IR using Open-Source LLMs
Fernando Ferraretto, Thiago Laitz, Roberto Lotufo +1
ExaRanker recently introduced an approach to training information retrieval (IR) models, incorporating natural language explanations as additional labels. The method addresses the…
InRanker: Distilled Rankers for Zero-shot Information Retrieval
Thiago Laitz, Konstantinos Papakostas, Roberto Lotufo +1
Despite multi-billion parameter neural rankers being common components of state-of-the-art information retrieval pipelines, they are rarely used in production due to the enormous a…