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ORCIDRoberto de Alencar Lotufo
Publications
- 2024
[j25]Fábio C. de Souza
, Rodrigo Frassetto Nogueira, Roberto de Alencar Lotufo:
BERT models for Brazilian Portuguese: Pretraining, evaluation and tokenization analysis. Appl. Soft Comput. 149(Part A): 110901 (2024)- [c108]Leandro Rodrigues de Souza, Thales Sales Almeida, Roberto de Alencar Lotufo, Rodrigo Frassetto Nogueira:
Measuring Cross-lingual Transfer in Bytes. NAACL-HLT 2024: 7526-7537 - [i38]Mirelle Bueno, Eduardo Seiti de Oliveira, Rodrigo Frassetto Nogueira, Roberto de Alencar Lotufo, Jayr Alencar Pereira:
Quati: A Brazilian Portuguese Information Retrieval Dataset from Native Speakers. CoRR abs/2404.06976 (2024) - [i37]Leandro Rodrigues de Souza, Thales Sales Almeida, Roberto de Alencar Lotufo, Rodrigo Frassetto Nogueira:
Measuring Cross-lingual Transfer in Bytes. CoRR abs/2404.08191 (2024) - 2023
- [c107]Jayr Alencar Pereira, Robson do Nascimento Fidalgo, Roberto de Alencar Lotufo, Rodrigo Frassetto Nogueira:
Visconde: Multi-document QA with GPT-3 and Neural Reranking. ECIR (2) 2023: 534-543 - [c106]Fernando Ferraretto, Thiago Laitz, Roberto de Alencar Lotufo, Rodrigo Frassetto Nogueira:
ExaRanker: Synthetic Explanations Improve Neural Rankers. SIGIR 2023: 2409-2414 - [i34]Vitor Jeronymo, Luiz Henrique Bonifacio, Hugo Queiroz Abonizio, Marzieh Fadaee, Roberto de Alencar Lotufo, Jakub Zavrel, Rodrigo Frassetto Nogueira:
InPars-v2: Large Language Models as Efficient Dataset Generators for Information Retrieval. CoRR abs/2301.01820 (2023) - [i33]Fernando Ferraretto, Thiago Laitz, Roberto de Alencar Lotufo, Rodrigo Frassetto Nogueira:
ExaRanker: Explanation-Augmented Neural Ranker. CoRR abs/2301.10521 (2023) - [i32]Vitor Jeronymo, Roberto de Alencar Lotufo, Rodrigo Frassetto Nogueira:
NeuralMind-UNICAMP at 2022 TREC NeuCLIR: Large Boring Rerankers for Cross-lingual Retrieval. CoRR abs/2303.16145 (2023) - [i31]Desnes Nunes, Ricardo Primi, Ramon Pires, Roberto de Alencar Lotufo, Rodrigo Frassetto Nogueira:
Evaluating GPT-3.5 and GPT-4 Models on Brazilian University Admission Exams. CoRR abs/2303.17003 (2023) - [i29]Hugo Queiroz Abonizio, Luiz Henrique Bonifacio, Vitor Jeronymo, Roberto de Alencar Lotufo, Jakub Zavrel, Rodrigo Frassetto Nogueira:
InPars Toolkit: A Unified and Reproducible Synthetic Data Generation Pipeline for Neural Information Retrieval. CoRR abs/2307.04601 (2023) - 2022
- [c105]Hugo Queiroz Abonizio, Leandro Rodrigues de Souza, Roberto de Alencar Lotufo, Rodrigo Frassetto Nogueira:
MonoByte: A Pool of Monolingual Byte-level Language Models. COLING 2022: 3506-3513 - [c104]Ramon Pires, Fábio C. de Souza, Guilherme Moraes Rosa, Roberto de Alencar Lotufo, Rodrigo Frassetto Nogueira:
Sequence-to-Sequence Models for Extracting Information from Registration and Legal Documents. DAS 2022: 83-95 - [c103]Thales Sales Almeida, Thiago Laitz, João Seródio, Luiz Henrique Bonifacio, Roberto de Alencar Lotufo, Rodrigo Frassetto Nogueira:
NeuralSearchX: Serving a Multi-billion-parameter Reranker for Multilingual Metasearch at a Low Cost. DESIRES 2022: 40-52 - [c101]Vitor Jeronymo, Roberto de Alencar Lotufo, Rodrigo Frassetto Nogueira:
NeuralMind-UNICAMP at 2022 TREC NeuCLIR: Large Boring Rerankers for Cross-lingual Retrieval. TREC 2022 - [c100]Jayr Alencar Pereira, Robson do Nascimento Fidalgo, Roberto de Alencar Lotufo, Rodrigo Frassetto Nogueira:
Using Neural Reranking and GPT-3 for Social Media Disaster Content Summarization. TREC 2022 - [i25]Ramon Pires, Fábio C. de Souza, Guilherme Moraes Rosa, Roberto de Alencar Lotufo, Rodrigo Frassetto Nogueira:
Sequence-to-Sequence Models for Extracting Information from Registration and Legal Documents. CoRR abs/2201.05658 (2022) - [i24]Guilherme Moraes Rosa, Ruan Chaves Rodrigues, Roberto de Alencar Lotufo, Rodrigo Frassetto Nogueira:
To Tune or Not To Tune? Zero-shot Models for Legal Case Entailment. CoRR abs/2202.03120 (2022) - [i23]Guilherme Moraes Rosa, Luiz Henrique Bonifacio, Vitor Jeronymo, Hugo Queiroz Abonizio, Roberto de Alencar Lotufo, Rodrigo Frassetto Nogueira:
Billions of Parameters Are Worth More Than In-domain Training Data: A case study in the Legal Case Entailment Task. CoRR abs/2205.15172 (2022) - [i22]Guilherme Moraes Rosa, Luiz Henrique Bonifacio, Vitor Jeronymo, Hugo Queiroz Abonizio, Marzieh Fadaee, Roberto de Alencar Lotufo, Rodrigo Frassetto Nogueira:
No Parameter Left Behind: How Distillation and Model Size Affect Zero-Shot Retrieval. CoRR abs/2206.02873 (2022) - [i21]Vitor Jeronymo, Guilherme Moraes Rosa, Surya Kallumadi, Roberto de Alencar Lotufo, Rodrigo Frassetto Nogueira:
A Boring-yet-effective Approach for the Product Ranking Task of the Amazon KDD Cup 2022. CoRR abs/2208.06264 (2022) - [i20]Mirelle Bueno, Carlos Gemmel, Jeffrey Dalton, Roberto de Alencar Lotufo, Rodrigo Frassetto Nogueira:
Induced Natural Language Rationales and Interleaved Markup Tokens Enable Extrapolation in Large Language Models. CoRR abs/2208.11445 (2022) - [i19]Hugo Queiroz Abonizio, Leandro Rodrigues de Souza, Roberto de Alencar Lotufo, Rodrigo Frassetto Nogueira:
MonoByte: A Pool of Monolingual Byte-level Language Models. CoRR abs/2209.11035 (2022) - [i18]Vitor Jeronymo, Mauricio Nascimento, Roberto de Alencar Lotufo, Rodrigo Frassetto Nogueira:
mRobust04: A Multilingual Version of the TREC Robust 2004 Benchmark. CoRR abs/2209.13738 (2022) - [i16]Thales Sales Almeida, Thiago Laitz, João Seródio, Luiz Henrique Bonifacio, Roberto de Alencar Lotufo, Rodrigo Frassetto Nogueira:
NeuralSearchX: Serving a Multi-billion-parameter Reranker for Multilingual Metasearch at a Low Cost. CoRR abs/2210.14837 (2022) - [i15]Guilherme Rosa, Luiz Henrique Bonifacio, Vitor Jeronymo, Hugo Queiroz Abonizio, Marzieh Fadaee, Roberto de Alencar Lotufo, Rodrigo Frassetto Nogueira:
In Defense of Cross-Encoders for Zero-Shot Retrieval. CoRR abs/2212.06121 (2022) - [i14]Jayr Alencar Pereira, Robson do Nascimento Fidalgo, Roberto de Alencar Lotufo, Rodrigo Frassetto Nogueira:
Visconde: Multi-document QA with GPT-3 and Neural Reranking. CoRR abs/2212.09656 (2022) - 2021
- [c99]Guilherme Moraes Rosa, Ruan Chaves Rodrigues, Roberto de Alencar Lotufo, Rodrigo Frassetto Nogueira:
To tune or not to tune?: zero-shot models for legal case entailment. ICAIL 2021: 295-300 - [i13]Guilherme Moraes Rosa, Ruan Chaves Rodrigues, Roberto de Alencar Lotufo, Rodrigo Frassetto Nogueira:
Yes, BM25 is a Strong Baseline for Legal Case Retrieval. CoRR abs/2105.05686 (2021) - [i12]Guilherme Moraes Rosa, Luiz Henrique Bonifacio, Leandro Rodrigues de Souza, Roberto de Alencar Lotufo, Rodrigo Frassetto Nogueira:
A cost-benefit analysis of cross-lingual transfer methods. CoRR abs/2105.06813 (2021) - [i11]Luiz Henrique Bonifacio, Israel Campiotti, Roberto de Alencar Lotufo, Rodrigo Frassetto Nogueira:
mMARCO: A Multilingual Version of MS MARCO Passage Ranking Dataset. CoRR abs/2108.13897 (2021) - [i10]Leandro Rodrigues de Souza, Rodrigo Frassetto Nogueira, Roberto de Alencar Lotufo:
On the ability of monolingual models to learn language-agnostic representations. CoRR abs/2109.01942 (2021) - 2020
- [c98]Fábio Souza, Rodrigo Frassetto Nogueira, Roberto de Alencar Lotufo:
BERTimbau: Pretrained BERT Models for Brazilian Portuguese. BRACIS 2020: 403-417 - [c95]Alexandre Lopes, Rodrigo Frassetto Nogueira, Roberto de Alencar Lotufo, Hélio Pedrini:
Lite Training Strategies for Portuguese-English and English-Portuguese Translation. WMT@EMNLP 2020: 833-840 - [i8]Paulo Finardi, Israel Campiotti, Gustavo Plensack, Rafael Derradi de Souza, Rodrigo Frassetto Nogueira, Gustavo R. Pinheiro, Roberto de Alencar Lotufo:
Electricity Theft Detection with self-attention. CoRR abs/2002.06219 (2020) - [i7]Alexandre Lopes, Rodrigo Frassetto Nogueira, Roberto de Alencar Lotufo, Hélio Pedrini:
Lite Training Strategies for Portuguese-English and English-Portuguese Translation. CoRR abs/2008.08769 (2020) - [i6]Diedre Carmo, Marcos Piau, Israel Campiotti, Rodrigo Frassetto Nogueira, Roberto de Alencar Lotufo:
PTT5: Pretraining and validating the T5 model on Brazilian Portuguese data. CoRR abs/2008.09144 (2020) - [i5]Gabriela Surita, Rodrigo Frassetto Nogueira, Roberto de Alencar Lotufo:
Can questions summarize a corpus? Using question generation for characterizing COVID-19 research. CoRR abs/2009.09290 (2020) - 2019
- [i3]Fábio Souza, Rodrigo Frassetto Nogueira, Roberto de Alencar Lotufo:
Portuguese Named Entity Recognition using BERT-CRF. CoRR abs/1909.10649 (2019) - 2016
- [j18]Rodrigo Frassetto Nogueira, Roberto de Alencar Lotufo, Rubens Campos Machado:
Fingerprint Liveness Detection Using Convolutional Neural Networks. IEEE Trans. Inf. Forensics Secur. 11(6): 1206-1213 (2016) - 2015
- [i1]Rodrigo Frassetto Nogueira, Roberto de Alencar Lotufo, Rubens Campos Machado:
Evaluating software-based fingerprint liveness detection using Convolutional Networks and Local Binary Patterns. CoRR abs/1508.00537 (2015)
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