Roberto A. Lotufo

Roberto A. Lotufo

Universidade Estadual de Campinas

H-index: 40

Latin America-Brazil

About Roberto A. Lotufo

Roberto A. Lotufo, With an exceptional h-index of 40 and a recent h-index of 26 (since 2020), a distinguished researcher at Universidade Estadual de Campinas, specializes in the field of deep learning, image processing, natural language processing.

His recent articles reflect a diverse array of research interests and contributions to the field:

Measuring Cross-lingual Transfer in Bytes

INACIA: Integrating Large Language Models in Brazilian Audit Courts: Opportunities and Challenges

Quati: A Brazilian Portuguese Information Retrieval Dataset from Native Speakers

Lissard: Long and Simple Sequential Reasoning Datasets

ExaRanker-Open: Synthetic Explanation for IR using Open-Source LLMs

InRanker: Distilled Rankers for Zero-shot Information Retrieval

Neuralmind-unicamp at 2022 trec neuclir: Large boring rerankers for cross-lingual retrieval

Crisis Event Social Media Summarization with GPT-3 and Neural Reranking

Roberto A. Lotufo Information

University

Position

Professor da Faculdade de Engenharia Elétrica e de Computação

Citations(all)

10408

Citations(since 2020)

3364

Cited By

8056

hIndex(all)

40

hIndex(since 2020)

26

i10Index(all)

122

i10Index(since 2020)

50

Email

University Profile Page

Universidade Estadual de Campinas

Google Scholar

View Google Scholar Profile

Roberto A. Lotufo Skills & Research Interests

deep learning

image processing

natural language processing

Top articles of Roberto A. Lotufo

Title

Journal

Author(s)

Publication Date

Measuring Cross-lingual Transfer in Bytes

arXiv preprint arXiv:2404.08191

Leandro Rodrigues de Souza

Thales Sales Almeida

Roberto Lotufo

Rodrigo Nogueira

2024/4/12

INACIA: Integrating Large Language Models in Brazilian Audit Courts: Opportunities and Challenges

Jayr Pereira

Andre Assumpcao

Julio Trecenti

Luiz Airosa

Caio Lente

...

2024/1/10

Quati: A Brazilian Portuguese Information Retrieval Dataset from Native Speakers

arXiv preprint arXiv:2404.06976

Mirelle Bueno

Eduardo Seiti de Oliveira

Rodrigo Nogueira

Roberto A Lotufo

Jayr Alencar Pereira

2024/4/10

Lissard: Long and Simple Sequential Reasoning Datasets

arXiv preprint arXiv:2402.07859

Mirelle Bueno

Roberto Lotufo

Rodrigo Nogueira

2024/2/12

ExaRanker-Open: Synthetic Explanation for IR using Open-Source LLMs

arXiv preprint arXiv:2402.06334

Fernando Ferraretto

Thiago Laitz

Roberto Lotufo

Rodrigo Nogueira

2024/2/9

InRanker: Distilled Rankers for Zero-shot Information Retrieval

arXiv preprint arXiv:2401.06910

Thiago Laitz

Konstantinos Papakostas

Roberto Lotufo

Rodrigo Nogueira

2024/1/12

Neuralmind-unicamp at 2022 trec neuclir: Large boring rerankers for cross-lingual retrieval

arXiv preprint arXiv:2303.16145

Vitor Jeronymo

Roberto Lotufo

Rodrigo Nogueira

2023/3/28

Crisis Event Social Media Summarization with GPT-3 and Neural Reranking

Proceedings of the 20th ISCRAM Conference, Omaha, NE, USA

Jayr Pereira

Robson Fidalgo

Roberto Lotufo

Rodrigo Nogueira

2023/5

MEDPSeg: End-to-end segmentation of pulmonary structures and lesions in computed tomography

arXiv preprint arXiv:2312.02365

Diedre S Carmo

Jean Ribeiro

Alejandro P Comellas

Joseph M Reinhardt

Sarah E Gerard

...

2023/12/4

Visconde: Multi-document qa with gpt-3 and neural reranking

Jayr Pereira

Robson Fidalgo

Roberto Lotufo

Rodrigo Nogueira

2023/3/17

Long-COVID Is Associated With Residual Functional Small Airway Disease and Parenchymal Changes Regardless of SARS-CoV-2 Variant

RA Tudas

GW Stalker

DSD Carmo

SE Gerard

JM Reinhardt

...

2023/5

BERT models for Brazilian Portuguese: Pretraining, evaluation and tokenization analysis

Applied Soft Computing

FC Souza

RF Nogueira

RA Lotufo

2023/12/1

Exaranker: Explanation-augmented neural ranker

arXiv preprint arXiv:2301.10521

Fernando Ferraretto

Thiago Laitz

Roberto Lotufo

Rodrigo Nogueira

2023/1/25

Evidence of Post-infection Vaccination Correlation With the Severity of Opacities and Consolidations on the Lung Parenchyma of Post-acute SARS-CoV-2 Patients

DSD Carmo

RA Tudas

AP Comellas

AA Pezzulo

RA Villacreses

...

2023/5

Automatic segmentation of lung findings in CT and application to Long COVID

arXiv preprint arXiv:2310.09446

Diedre S Carmo

Rosarie A Tudas

Alejandro P Comellas

Leticia Rittner

Roberto A Lotufo

...

2023/10/13

Inpars-v2: Large language models as efficient dataset generators for information retrieval

arXiv preprint arXiv:2301.01820

Vitor Jeronymo

Luiz Bonifacio

Hugo Abonizio

Marzieh Fadaee

Roberto Lotufo

...

2023/1/4

Automated computed tomography and magnetic resonance imaging segmentation using deep learning: a beginner's guide

arXiv preprint arXiv:2304.05901

Diedre Carmo

Gustavo Pinheiro

Lívia Rodrigues

Thays Abreu

Roberto Lotufo

...

2023/4/12

Exaranker: Synthetic explanations improve neural rankers

Fernando Ferraretto

Thiago Laitz

Roberto Lotufo

Rodrigo Nogueira

2023/7/19

Morphological image processing

Univ. Moratuwa, Moratuwa, Sri Lanka, Tech. Rep

Ranga Rodrigo

2009/10/9

Evaluating GPT-3.5 and GPT-4 models on Brazilian university admission exams

arXiv preprint arXiv:2303.17003

Desnes Nunes

Ricardo Primi

Ramon Pires

Roberto Lotufo

Rodrigo Nogueira

2023/3/29

See List of Professors in Roberto A. Lotufo University(Universidade Estadual de Campinas)

Co-Authors

H-index: 66
Luciano da F. Costa

Luciano da F. Costa

Universidade de São Paulo

H-index: 57
Falcao, A.X.

Falcao, A.X.

Universidade Estadual de Campinas

H-index: 56
Richard Frayne

Richard Frayne

University of Calgary

H-index: 28
Junior Barrera

Junior Barrera

Universidade de São Paulo

H-index: 23
Leticia Rittner

Leticia Rittner

Universidade Estadual de Campinas

H-index: 20
Aparecido Nilceu Marana

Aparecido Nilceu Marana

Universidade Estadual Paulista

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