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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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* arXiv admin note: substantial text overlap with arXiv:2206.02873 

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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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