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Luciana Bencke
Assistant Professor, Computer Science Institute, Federal University of Rio Grande do Sul
Joined
July 2024
Names
Luciana Bencke
(Preferred)
,
Luciana Regina Bencke
Emails
****@inf.ufrgs.br
(Confirmed)
,
****@inf.ufrgs.br
(Confirmed)
,
****@gmail.com
(Confirmed)
Personal Links
Google Scholar
DBLP
ORCID
LinkedIn
Semantic Scholar
ACL Anthology
Career & Education History
Assistant Professor
Computer Science Institute,
Federal University of Rio Grande do Sul
(ufrgs.br)
2025
–
Present
Postdoc
Computer Science Institute,
Federal University of Rio Grande do Sul
(ufrgs.br)
2024
–
2025
PhD student
Computer Science Institute,
Federal University of Rio Grande do Sul
(ufrgs.br)
2020
–
2024
Advisors, Relations & Conflicts
PhD Advisor
Viviane Moreira
2020
–
2024
Expertise
large language models
,
deep learning
,
machine learning
,
data science
2021
–
Present
topic models
,
text representation
2020
–
Present
text mining
,
text classification
,
data science
2017
–
Present
Publications
Using Virtual Learning Environment Data for the Development of Institutional Educational Policies
Emanuel Marques Queiroga
,
Carolina Rodríguez Enríquez
,
Cristian Cechinel
,
Alén Perez Casas
,
Virgínia Rodés Paragarino
,
Luciana Bencke
,
Vinicius Faria Culmant Ramos
OpenReview Archive Direct Upload
Readers:
Everyone
Can we trust LLMs as relevance judges?
Luciana Bencke
,
Felipe Paula
,
Viviane Moreira
,
Bruno G. T. dos Santos
Proceedings of the XXXIX Brazilian Symposium on Databases
Readers:
Everyone
Data augmentation strategies to improve text classification: a use case in smart cities
Luciana Bencke
,
Viviane Pereira Moreira
Lang. Resour. Evaluation 2024
Readers:
Everyone
InferBR: A Natural Language Inference Dataset in Portuguese
Luciana Bencke
,
Francielle Vasconcellos Pereira
,
Moniele Kunrath Santos
,
Viviane P. Moreira
LREC/COLING 2024
Readers:
Everyone
Impact of Morphological Segmentation on Pre-trained Language Models
Matheus Westhelle
,
Luciana Bencke
,
Viviane P. Moreira
Published: 01 Jan 2022, Last Modified: 01 Mar 2024
BRACIS (2) 2022
Readers:
Everyone
Automated classification of social network messages into Smart Cities dimensions
Luciana Bencke
,
Cristian Cechinel
,
Roberto Muñoz
Future Gener. Comput. Syst. 2020
Readers:
Everyone
Co-Authors
Alén Perez Casas
Bruno G. T. dos Santos
Carolina Rodríguez Enríquez
Cristian Cechinel
Emanuel Marques Queiroga
Felipe Paula
Francielle Vasconcellos Pereira
Matheus Westhelle
Moniele Kunrath Santos
Roberto Muñoz
Vinicius Faria Culmant Ramos
Virgínia Rodés Paragarino
Viviane Moreira
Viviane P. Moreira
Viviane Pereira Moreira