Bonifacio, Luiz
- mMARCO: A Multilingual Version of the MS MARCO Passage Ranking Dataset
2021/08/31 by Luiz Bonifacio, Bonifacio, Luiz, Jeronymo, Vitor +7 · 13 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
- InPars-v2: Large Language Models as Efficient Dataset Generators for Information Retrieval
2023/01/04 by Jeronymo, Vitor, Bonifacio, Luiz, Abonizio, Hugo +4 · 11 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
- In Defense of Cross-Encoders for Zero-Shot Retrieval
2022/12/12 by Guilherme J. M. Rosa, Luiz Bonifacio, Rosa, Guilherme +11 · 6 citations
Computer Science · #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Multimodal Machine Learning Applications #Topic Modeling
- InPars: Data Augmentation for Information Retrieval using Large Language Models
2022/02/10 by Luiz Bonifacio, Bonifacio, Luiz, Hugo Abonizio +5 · 4 citations
Computer Science · #Topic Modeling #Domain Adaptation and Few-Shot Learning #Text and Document Classification Technologies
- No Parameter Left Behind: How Distillation and Model Size Affect Zero-Shot Retrieval
2022/06/06 by Guilherme Moraes Rosa, Luiz Bonifacio, Rosa, Guilherme Moraes +11 · 1 citation
Computer Science · #Topic Modeling #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning