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ExaRanker: Explanation-Augmented Neural Ranker


Jan 25, 2023
Fernando Ferraretto, Thiago Laitz, Roberto Lotufo, 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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Visconde: Multi-document QA with GPT-3 and Neural Reranking


Dec 19, 2022
Jayr Pereira, Robson Fidalgo, Roberto Lotufo, 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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NeuralSearchX: Serving a Multi-billion-parameter Reranker for Multilingual Metasearch at a Low Cost


Oct 26, 2022
Thales Sales Almeida, Thiago Laitz, João Seródio, Luiz Henrique Bonifacio, Roberto Lotufo, Rodrigo Nogueira

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* DESIRES 2022-3rd International Conference on Design of Experimental Search and Information REtrieval Systems, 30-31,August 2022, San Jose, CA, USA 
* published as a full paper at the DESIRES 2022 Conference. 13 pages 

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Open-source tool for Airway Segmentation in Computed Tomography using 2.5D Modified EfficientDet: Contribution to the ATM22 Challenge


Oct 03, 2022
Diedre Carmo, Leticia Rittner, Roberto Lotufo

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* Open source code, graphical user interface, and a pip package for predictions with our model and trained weights are in https://github.com/MICLab-Unicamp/medseg 

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mRobust04: A Multilingual Version of the TREC Robust 2004 Benchmark


Sep 27, 2022
Vitor Jeronymo, Mauricio Nascimento, Roberto Lotufo, Rodrigo Nogueira

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* 4 pages 

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MonoByte: A Pool of Monolingual Byte-level Language Models


Sep 27, 2022
Hugo Abonizio, Leandro Rodrigues de Souza, Roberto Lotufo, Rodrigo Nogueira

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Induced Natural Language Rationales and Interleaved Markup Tokens Enable Extrapolation in Large Language Models


Aug 24, 2022
Mirelle Bueno, Carlos Gemmel, Jeffrey Dalton, Roberto Lotufo, Rodrigo Nogueira

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