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Luiz Bonifacio

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NoMIRACL: Knowing When You Don't Know for Robust Multilingual Retrieval-Augmented Generation

Dec 18, 2023
Nandan Thakur, Luiz Bonifacio, Xinyu Zhang, Odunayo Ogundepo, Ehsan Kamalloo, David Alfonso-Hermelo, Xiaoguang Li, Qun Liu, Boxing Chen, Mehdi Rezagholizadeh, Jimmy Lin

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InPars Toolkit: A Unified and Reproducible Synthetic Data Generation Pipeline for Neural Information Retrieval

Jul 10, 2023
Hugo Abonizio, Luiz Bonifacio, Vitor Jeronymo, Roberto Lotufo, Jakub Zavrel, Rodrigo Nogueira

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InPars-v2: Large Language Models as Efficient Dataset Generators for Information Retrieval

Jan 14, 2023
Vitor Jeronymo, Luiz Bonifacio, Hugo Abonizio, Marzieh Fadaee, Roberto Lotufo, Jakub Zavrel, Rodrigo Nogueira

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In Defense of Cross-Encoders for Zero-Shot Retrieval

Dec 12, 2022
Guilherme Rosa, Luiz Bonifacio, Vitor Jeronymo, Hugo Abonizio, Marzieh Fadaee, Roberto Lotufo, Rodrigo Nogueira

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No Parameter Left Behind: How Distillation and Model Size Affect Zero-Shot Retrieval

Jun 06, 2022
Guilherme Moraes Rosa, Luiz Bonifacio, Vitor Jeronymo, Hugo Abonizio, Marzieh Fadaee, Roberto Lotufo, Rodrigo Nogueira

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Billions of Parameters Are Worth More Than In-domain Training Data: A case study in the Legal Case Entailment Task

May 30, 2022
Guilherme Moraes Rosa, Luiz Bonifacio, Vitor Jeronymo, Hugo Abonizio, Roberto Lotufo, Rodrigo Nogueira

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InPars: Data Augmentation for Information Retrieval using Large Language Models

Feb 10, 2022
Luiz Bonifacio, Hugo Abonizio, Marzieh Fadaee, Rodrigo Nogueira

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