Nádia Félix F. da Silva

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 19

Top Topics

Learning Models

Named Entity Recognition

Sentiment Analysis

Top Venues

SemEval@NAACL-HLT

Publications

Eduardo Augusto Santos Garcia, Nádia Félix F. da Silva, Felipe Siqueira, Hidelberg Oliveira Albuquerque, Juliana Resplande Sant'Anna Gomes, Ellen Souza, Eliomar Araújo de Lima
RoBERTaLexPT: A Legal RoBERTa Model pretrained with deduplication for Portuguese. PROPOR (2024)
Manoel Veríssimo dos Santos Neto, Nádia Félix F. da Silva, Anderson da Silva Soares
A survey and study impact of tweet sentiment analysis via transfer learning in low resource scenarios. Lang. Resour. Evaluation 58 (1) (2024)
Hidelberg Albuquerque, Ellen Souza, Tainan Silva, Rafael P. Gouveia, Flávio Rocha Junior, Douglas Vitório, Nádia Félix F. da Silva, André C. P. L. F. de Carvalho, Adriano Lorena Inácio de Oliveira, Francisco Edmundo de Andrade
UlyssesNERQ: Expanding Queries from Brazilian Portuguese Legislative Documents through Named Entity Recognition. PROPOR (2024)
Hidelberg Oliveira Albuquerque, Ellen Souza, Adriano L. I. Oliveira, David Macêdo, Cleber Zanchettin, Douglas Vitório, Nádia Félix F. da Silva, André C. P. L. F. de Carvalho
On the Assessment of Deep Learning Models for Named Entity Recognition of Brazilian Legal Documents. EPIA (2) (2023)
Hidelberg Oliveira Albuquerque, Ellen Souza, Carlos Gomes, Matheus Henrique de C. Pinto, Ricardo P. S. Filho, Rosimeire Costa, Vinícius Teixeira de M. Lopes, Nádia Félix F. da Silva, André C. P. L. F. de Carvalho, Adriano L. I. Oliveira
Named Entity Recognition: a Survey for the Portuguese Language. Proces. del Leng. Natural 70 (2023)
Pedro Henrique Teixeira, Nádia Félix F. da Silva, Rogerio Salvini
Machine Learning Based Method for Auditing Personnel Expenses in Public Expenditure. COMPSAC (2023)
Eduardo Garcia, Juliana Resplande Sant'Anna Gomes, Adalberto Ferreira Barbosa Junior, Cardeque Borges, Nádia Félix F. da Silva
DeepLearningBrasil@LT-EDI-2023: Exploring Deep Learning Techniques for Detecting Depression in Social Media Text. CoRR (2023)
Gabriel Oliveira dos Santos, Diego A. B. Moreira, Alef Iury Ferreira, Jhessica Silva, Luiz Pereira, Pedro Bueno, Thiago Sousa, Helena Almeida Maia, Nádia Félix F. da Silva, Esther Colombini, Hélio Pedrini, Sandra Avila
CAPIVARA: Cost-Efficient Approach for Improving Multilingual CLIP Performance on Low-Resource Languages. CoRR (2023)
Dyonnatan Ferreira Maia, Nádia Félix F. da Silva, Ellen Polliana Ramos Souza, Augusto Sousa Nunes, Lucas C. Procópio, Guthemberg da S. Sampaio, Márcio de S. Dias, Adrio O. Alves, Dyéssica F. Maia, Ingrid A. Ribeiro, Fabíola S. F. Pereira, André C. P. L. F. de Carvalho
UlyssesSD-Br: Stance Detection in Brazilian Political Polls. EPIA (2022)
Leonardo P. de Morais, Roger Immich, Nádia Félix F. da Silva, Thierson Couto Rosa, Vinicius da Cunha Martins Borges
Characterization of the Mobile User Profile Based on Sentiments and Network Usage Attributes. J. Internet Serv. Appl. 13 (1) (2022)
Douglas Vitório, Ellen Souza, Lucas Martins, Nádia Félix F. da Silva, André Carlos Ponce de Leon Ferreira de Carvalho, Adriano L. I. Oliveira
Ulysses-RFSQ: A Novel Method to Improve Legal Information Retrieval Based on Relevance Feedback. BRACIS (1) (2022)
Rosimeire Costa, Hidelberg Oliveira Albuquerque, Gabriel Silvestre, Nádia Félix F. da Silva, Ellen Souza, Douglas Vitório, Augusto Nunes, Felipe Siqueira, João Pedro M. Tarrega, João Vitor P. Beinotti, Márcio de Souza Dias, Fabíola S. F. Pereira, Matheus Silva, Miguel de Mattos Gardini, Vinícius Adolfo Pereira da Silva, André C. P. L. F. de Carvalho, Adriano Lorena Inácio de Oliveira
Expanding UlyssesNER-Br Named Entity Recognition Corpus with Informal User-Generated Text. EPIA (2022)
Hidelberg Oliveira Albuquerque, Rosimeire Costa, Gabriel Silvestre, Ellen Souza, Nádia Félix F. da Silva, Douglas Vitório, Gyovana Moriyama, Lucas Martins, Luiza Soezima, Augusto Nunes, Felipe Siqueira, João Pedro M. Tarrega, João Vitor P. Beinotti, Marcio Dias, Matheus Silva, Miguel de Mattos Gardini, Vinícius Adolfo Pereira da Silva, André C. P. L. F. de Carvalho, Adriano L. I. Oliveira
UlyssesNER-Br: A Corpus of Brazilian Legislative Documents for Named Entity Recognition. PROPOR (2022)
Airton Bordin Junior, Nádia Félix F. da Silva, Thierson Couto Rosa, Celso G. Camilo-Junior
Sentiment analysis with genetic programming. Inf. Sci. 562 (2021)
Nádia Félix F. da Silva, Marília Costa R. Silva, Fabíola S. F. Pereira, João Pedro M. Tarrega, João Vitor P. Beinotti, Márcio Fonseca, Francisco Edmundo de Andrade, André C. P. L. F. de Carvalho
Evaluating Topic Models in Portuguese Political Comments About Bills from Brazil's Chamber of Deputies. BRACIS (2) (2021)
Lafaiet Silva, Nádia Félix F. da Silva, Thierson Rosa
Success prediction of crowdfunding campaigns: a two-phase modeling. Int. J. Web Inf. Syst. 16 (4) (2020)
Manoel Veríssimo dos Santos Neto, Ayrton Denner da Silva Amaral, Nádia Félix F. da Silva, Anderson da Silva Soares
Deep Learning Brasil - NLP at SemEval-2020 Task 9: Sentiment Analysis of Code-Mixed Tweets Using Ensemble of Language Models. SemEval@COLING (2020)
Alison Ribeiro, Nádia Félix F. da Silva
INF-HatEval at SemEval-2019 Task 5: Convolutional Neural Networks for Hate Speech Detection Against Women and Immigrants on Twitter. SemEval@NAACL-HLT (2019)
Rita Almeida Ribeiro, Nádia Félix F. da Silva
#TeamINF at SemEval-2018 Task 2: Emoji Prediction in Tweets. SemEval@NAACL-HLT (2018)
Nádia Félix F. da Silva, Estevam R. Hruschka Jr., Eduardo R. Hruschka
Biocom_Usp: Tweet Sentiment Analysis with Adaptive Boosting Ensemble. SemEval@COLING (2014)
Nádia Félix F. da Silva, Eduardo R. Hruschka, Estevam R. Hruschka Jr.
Tweet sentiment analysis with classifier ensembles. Decis. Support Syst. 66 (2014)
Luiz Fernando Sommaggio Coletta, Nádia Félix F. da Silva, Eduardo R. Hruschka, Estevam R. Hruschka Jr.
Combining Classification and Clustering for Tweet Sentiment Analysis. BRACIS (2014)
Sandra de Amo, Marcos L. P. Bueno, Guilherme Alves, Nádia Félix F. da Silva
Mining User Contextual Preferences. J. Inf. Data Manag. 4 (1) (2013)
Sandra de Amo, Marcos L. P. Bueno, Guilherme Alves, Nádia Félix F. da Silva
CPrefMiner: An Algorithm for Mining User Contextual Preferences Based on Bayesian Networks. ICTAI (2012)
Sandra de Amo, Marcos L. P. Bueno, Guilherme Alves, Nádia Félix F. da Silva
Mining User Contextual Preferences. SBBD (Short Papers) (2012)
Nádia Félix F. da Silva, Sandra de Amo
CPrefMiner: A Bayesian Miner of Conditional Preferences. J. Inf. Data Manag. 2 (1) (2011)
Nádia Félix F. da Silva, Sandra de Amo
CPrefMiner: Um Minerador Bayesiano de Preferências Condicionais. SBBD (Posters) (2010)