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Bonifacio, Luiz

  1. 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
  2. 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)
  3. 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
  4. 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
  5. 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