Bot and Gender Identification: Textual Analysis of Tweets. - Rodrigo Ribeiro Oliveira; Cláudio Moisés Valiense de Andrade; José Solenir Lima Figuerêdo; João B. Rocha-Junior; Rodrigo Tripodi Calumby; Iago Machado da Conceição Silva; Almir Moreira da Silva Neto (CLEF (Working Notes), 2019)

Popularity-based top-k spatial-keyword preference query. - Cláudio Moisés Valiense de Andrade; João B. Rocha-Junior (WebMedia, 2019)

"Fixing the curse of the bad product descriptions" - Search-boosted tag recommendation for E-commerce products. - Fabiano Muniz Belém; Rodrigo M. Silva; Cláudio Moisés Valiense de Andrade; Gabriel Person; Felipe Mingote; Raphael Ballet; Helton Alponti; Henrique P. de Oliveira; Jussara M. Almeida; Marcos André Gonçalves (Inf. Process. Manag., 2020)

Profiling Hate Speech Spreaders on Twitter: Exploiting Textual Analysis of Tweets and Combination of Textual Representations. - Cláudio Moisés Valiense de Andrade; Marcos André Gonçalves (CLEF (Working Notes), 2021)

Characterizing and Understanding Temporal Effects in COVID-19 Data. - Bruno Barbosa Miranda de Paiva; Polianna Delfino Pereira; Virginia Mara Reis Gomes; Maira Viana Rego Souza-Silva; Cláudio Moisés Valiense de Andrade; Milena Soriano Marcolino; Marcos André Gonçalves (Healthcare AI and COVID-19 Workshop, 2022)

PromptNER: Uma Abordagem para Reconhecimento de Entidades Nomeadas em Dados Sensíveis a Partir de Instâncias Rotuladas Automaticamente. - Cláudio M. V. de Andrade; Celso França; Fabiano Belém; Gabriel Jallais; Marcelo A. S. Ganem; Gabriel Teixeira; Alberto H. F. Laender; Marcos André Gonçalves (SBBD, 2023)

CluSent - Combining Semantic Expansion and De-Noising for Dataset-Oriented Sentiment Analysis of Short Texts. - Felipe Viegas; Sérgio D. Canuto; Washington Cunha; Celso França; Cláudio Moisés Valiense de Andrade; Leonardo Rocha 001; Marcos André Gonçalves (WebMedia, 2023)

On the class separability of contextual embeddings representations - or "The classifier does not matter when the (text) representation is so good!". - Cláudio Moisés Valiense de Andrade; Fabiano Belém; Washington Cunha; Celso França; Felipe Viegas; Leonardo Rocha 001; Marcos André Gonçalves (Inf. Process. Manag., 2023)

Contextual Reinforcement, Entity Delimitation and Generative Data Augmentation for Entity Recognition and Relation Extraction in Official Documents. - Fabiano Muniz Belém; Cláudio M. V. de Andrade; Celso França; Marcos Carvalho; Marcelo A. S. Ganem; Gabriel Teixeira; Gabriel Jallais; Alberto H. F. Laender; Marcos André Gonçalves (J. Inf. Data Manag., 2023)

Using Active Learning for Segmentation and Semantic Classification of Legal Acts Extracted from Official Diaries. - Kattiana Constantino; Thiago H. P. Silva; João Vítor B. Silva; Victor Augusto L. Cruz; Otávio M. M. Zucheratto; Marcos Carvalho; Welton Santos; Celso França; Cláudio M. V. de Andrade; Alberto H. F. Laender; Marcos André Gonçalves (J. Inf. Data Manag., 2023)

A Novel Two-Step Fine-Tuning Pipeline for Cold-Start Active Learning in Text Classification Tasks. - Fabiano Belém; Washington Cunha; Celso França; Cláudio M. V. de Andrade; Leonardo Rocha 001; Marcos André Gonçalves (CoRR, 2024)

A Strategy to Combine 1stGen Transformers and Open LLMs for Automatic Text Classification. - Cláudio M. V. de Andrade; Washington Cunha; Davi Reis; Adriana S. Pagano; Leonardo Rocha 001; Marcos André Gonçalves (CoRR, 2024)

On Representation Learning-based Methods for Effective, Efficient, and Scalable Code Retrieval. - Celso França; Rennan C. Lima; Cláudio M. V. de Andrade; Washington Cunha; Pedro O. S. Vaz de Melo; Berthier A. Ribeiro-Neto; Leonardo Rocha 001; Rodrygo L. T. Santos; Adriana S. Pagano; Marcos André Gonçalves (Neurocomputing, 2024)

Pipelining Semantic Expansion and Noise Filtering for Sentiment Analysis of Short Documents - CluSent Method. - Felipe Viegas; Sérgio D. Canuto; Washington Cunha; Celso França; Cláudio M. V. de Andrade; Guilherme Fonseca; Ana Machado; Leonardo Rocha 001; Marcos André Gonçalves (J. Interact. Syst., 2024)

Why are you traveling? Inferring trip profiles from online reviews and domain-knowledge. - Lucas G. S. Félix; Washington Cunha; Cláudio M. V. de Andrade; Marcos André Gonçalves; Jussara M. Almeida (Online Soc. Networks Media, 2025)