An architecture for interactive knowledge based systems. - Vládia Pinheiro; Vasco Furtado (CLIHC, 2003)

Mining Data and Providing Explanation to Improve Learning in Geosimulation. - Eurico Vasconcelos Filho; Vládia Pinheiro; Vasco Furtado (Intelligent Tutoring Systems, 2004)

A Unified Architecture to Develop Interactive Knowledge Based Systems. - Vládia Pinheiro; Elizabeth Furtado; Vasco Furtado (SBIA, 2004)

WebExplain: A UPML Extension to Support the Development of Explanations on the Web for Knowledge-Based Systems. - Vládia Pinheiro; Vasco Furtado; Paulo Pinheiro da Silva; Deborah L. McGuinness (SEKE, 2006)

Abstracting Web Agent Proofs into Human-Level Justifications. - Vasco Furtado; Paulo Pinheiro da Silva; Deborah L. McGuinness; Priyendra Deshwal; Dhyanesh Narayanan; Juliana Carvalho; Vládia Pinheiro; Cynthia Chang (FLAIRS, 2007)

SIM: um modelo semântico-inferencialista para sistemas de linguagem natural. - Vládia Pinheiro; Tarcisio H. C. Pequeno; Vasco Furtado; Thiago Assunção; Emanoel Freitas (WebMedia (Companion), 2008)

Information Extraction from Text Based on Semantic Inferentialism. - Vládia Pinheiro; Tarcisio H. C. Pequeno; Vasco Furtado; Douglas Nogueira (FQAS, 2009)

Natural Language Processing based on Semantic inferentialism for extracting crime information from text. - Vládia Pinheiro; Vasco Furtado; Tarcisio H. C. Pequeno; Douglas Nogueira (ISI, 2010)

InferenceNet.Br: Expression of Inferentialist Semantic Content of the Portuguese Language. - Vládia Pinheiro; Tarcisio H. C. Pequeno; Vasco Furtado; Wellington Franco (PROPOR, 2010)

Um Analisador Semântico Inferencialista de Sentenças em Linguagem Natural. - Vládia Pinheiro; Tarcisio H. C. Pequeno; Vasco Furtado (Linguamática, 2010)

Aquisição de Conhecimento de Senso Comum e Inferencialista (Acquisition of Common Sense and Inferentialist Knowledge [in Portuguese]. - Vládia Pinheiro; Vasco Furtado; Tarcisio H. C. Pequeno; Wellington Franco (STIL, 2011)

Towards a Common Sense Base in Portuguese for the Linked Open Data Cloud. - Vládia Pinheiro; Vasco Furtado; Tarcisio H. C. Pequeno; Caio Ferreira (PROPOR, 2012)

Knowledge-Intensive Word Disambiguation via Common-Sense and Wikipedia. - Vládia Pinheiro; Vasco Furtado; Lívio Melo Freire; Caio Ferreira (SBIA, 2012)

Reuse of Experiences Applied to Requirements Engineering: An Approach Based on Natural Language Processing. - Adriano Albuquerque; Vládia Pinheiro; Thiago Leite (SEKE, 2012)

A semi-automated method for acquisition of common-sense and inferentialist knowledge. - Vládia Pinheiro; Vasco Furtado; Tarcisio H. C. Pequeno; Wellington Franco (J. Braz. Comput. Soc., 2013)

Semantic Textual Similarity of Portuguese-Language Texts: An Approach Based on the Semantic Inferentialism Model. - Vládia Pinheiro; Vasco Furtado; Adriano Albuquerque (PROPOR, 2014)

Incident Management Optimization through the Reuse of Experiences and Natural Language Processing. - Glauber de Tarso Vieira Bezerra; Vládia Pinheiro; Adriano Bessa Albuquerque (QUATIC, 2014)

Ranking Keyphrases from Semantic and Syntactic Features of Textual Terms. - Raquel Silveira; Vasco Furtado; Vládia Pinheiro (BRACIS, 2015)

RePort - Um Sistema de Extração de Informações Aberta para Língua Portuguesa (Report - An Open Information Extraction System for Portuguese Language). - Victor Pereira; Vládia Pinheiro (STIL, 2015)

Using Non-textual Terms for Boosting Document Keyphrase Assignment. - Raquel Silveira; Vasco Furtado; Vládia Pinheiro (WI-IAT (1), 2015)

A #hashtagtokenizer for Social Media Messages. - Vládia Pinheiro; Rafael Pontes; Vasco Furtado (Int. J. Comput. Linguistics Appl., 2015)

Micro-interventions in urban transportation from pattern discovery on the flow of passengers and on the bus network. - Carlos Caminha; Vasco Furtado; Vládia Pinheiro; Caio Silva (ISC2, 2016)

Towards Keyphrase Assignment for Texts in Portuguese Language. - Raquel Silveira; Vasco Furtado; Vládia Pinheiro (PROPOR, 2016)

Mining the Networks of Supply and Demand of Public Transport for Overload and Waste of Resources. - Carlos Caminha; Vasco Furtado; Vládia Pinheiro; Caio Ponte (CoRR, 2016)

Micro-interventions in urban transport from pattern discovery on the flow of passengers and on the bus network. - Carlos Caminha; Vasco Furtado; Vládia Pinheiro; Caio Ponte (CoRR, 2016)

FlexSTS: Um Framework para Similaridade Semântica Textual. - Jânio Freire; Vládia Pinheiro; David Feitosa (Linguamática, 2016)

A framework for digital forensics analysis based on semantic role labeling. - Ravi Barreira; Vládia Pinheiro; Vasco Furtado (ISI, 2017)

FrameFOR - Uma Base de Conhecimento de Frames Semânticos para Perícias de Informática (FrameFOR - a Knowledge Base of Semantic Frames for Digital Forensics)[In Portuguese]. - Ravi Barreira; Vládia Pinheiro; Vasco Furtado (STIL, 2017)

Análise de Medidas de Similaridade Semântica na Tarefa de Reconhecimento de Implicação Textual (Analysis of Semantic Similarity Measures in the Recognition of Textual Entailment Task)[In Portuguese]. - David Feitosa; Vládia Pinheiro (STIL, 2017)

Analyzing Actions in Play-by-Forum RPG. - Artur de Oliveira da Rocha Franco; José Wellington Franco da Silva; Vládia Celia Monteiro Pinheiro; José Gilvan Rodrigues Maia; Fernando Antonio de Carvalho Gomes; Miguel Franklin de Castro (PROPOR, 2018)

XMILE - An Expert System for Maintenance Learning from Textual Reports (S). - Eduardo Máximo; Vládia Pinheiro (SEKE, 2018)

Graph mining for the detection of overcrowding and waste of resources in public transport. - Carlos Caminha; Vasco Furtado; Vládia Pinheiro; Caio Ponte (J. Internet Serv. Appl., 2018)

What is Real or Fake? - Machine Learning Approaches for Rumor Verification using Stance Classification. - Paulo Roberto da Cordeiro; Vládia Pinheiro; Ronaldo S. Moreira; Cecilia Carvalho; Livio Freire (WI, 2019)

E-Totem, Digital Locative Media to Support E-Participation in Cities. - Vasco Furtado; Lanna Lima; Daniel Almeida Chagas; Vládia Pinheiro; Carlos Caminha; Elizabeth Furtado; Matheus Mafra (Int. J. Electron. Gov. Res., 2019)

A Deep Learning Model of Common Sense Knowledge for Augmenting Natural Language Processing Tasks in Portuguese Language. - Cecília Silvestre Carvalho; Vládia Pinheiro; Livio Freire (PROPOR, 2020)

A short survey on end-to-end simple question answering systems. - José Wellington Franco da Silva; Amanda Drielly Pires Venceslau; Juliano Efson Sales; José Gilvan Rodrigues Maia; Vládia Celia Monteiro Pinheiro; Vânia Maria Ponte Vidal (Artif. Intell. Rev., 2020)

Learning keyphrases from corpora and knowledge models. - Raquel Silveira; Vasco Furtado; Vládia Pinheiro (Nat. Lang. Eng., 2020)

Text Classification in Legal Documents Extracted from Lawsuits in Brazilian Courts. - André Aguiar 002; Francisca Raquel de Vasconcelos Silveira; Vládia Pinheiro; Vasco Furtado; João Araújo Neto (BRACIS (2), 2021)

Algoritmos para Identificação de Dados Frios em Bancos de Dados em Memória. - Alessandra V. Santos; Vládia Pinheiro; José Maria Monteiro (SBBD, 2021)

Using Topic Modeling in Classification of Brazilian Lawsuits. - André Aguiar 002; Raquel Silveira; Vasco Furtado; Vládia Pinheiro; João A. Monteiro Neto (PROPOR, 2022)

ExQuestions: An Expanded Factual Corpus for Question Answering over Knowledge Graphs. - Wellington Franco; Artur O. R. Franco; Caio Viktor S. Avila; Lucas Cabral 001; Gilvan Maia; Vládia Pinheiro; Vânia M. P. Vidal; Javam C. Machado (ICSC, 2022)

LegalBert-pt: A Pretrained Language Model for the Brazilian Portuguese Legal Domain. - Raquel Silveira; Caio Ponte; Vitor Almeida; Vládia Pinheiro; Vasco Furtado (BRACIS (3), 2023)

CDJUR-BR - A Golden Collection of Legal Document from Brazilian Justice with Fine-Grained Named Entities. - Antônio Mauricio; Vládia Pinheiro; Vasco Furtado; João Araújo Monteiro Neto; Francisco das Chagas Jucá Bomfim; André Câmara Ferreira da Costa; Raquel Silveira; Nilsiton Aragão (CoRR, 2023)

SARA - A Generative AI for Legal Process Summarization Based on Chain of Density Prompt Engineering. - Francisco das Chagas Jucá Bomfim; João Araújo Monteiro Neto; Gilson Bezerra Filho; Vasco Furtado; Vládia Pinheiro (BRACIS (2), 2024)

A Machine Learning Application for Smart Government: Dashboards for Effective Taxation of Property Taxes. - Lara S. Furtado; Virginia Queiroz; Cecilia Carvalho; Filipe F. Damasceno; Antonio A. F. Oliveira; Vládia Pinheiro (ISC2, 2024)

An Artificial Intelligence Tool for Identifying Tax Evasion Rates in Smart Government. - Fabio Sousa; Elioenai Alves; Wellington Franco; Zairo Bastos; Lara Sucupira Furtado; Vládia Pinheiro (ISC2, 2024)

CLSJUR.BR - A Model for Abstractive Summarization of Legal Documents in Portuguese Language based on Contrastive Learning. - Alex Aguiar Lins; Cecília Silvestre Carvalho; Francisco das Chagas Jucá Bomfim; Daniel de Carvalho Bentes; Vládia Pinheiro (PROPOR (1), 2024)

CaLQuest.PT: Towards the Collection and Evaluation of Natural Causal Ladder Questions in Portuguese for AI Agents. - Uriel Anderson Lasheras; Vládia Pinheiro (COLING Workshops, 2025)

Interventional and Counterfactual Causal Reasoning for LLM-based AI Agents: A Dataset and Evaluation in Portuguese. - Uriel Anderson Lasheras; Elioenai Alves; Vládia Pinheiro (Proces. del Leng. Natural, 2025)

LLM experimentation through knowledge graphs: Towards improved management, repeatability, and verification. - John S. Erickson; Henrique Santos 002; Vládia Pinheiro; Jamie P. McCusker; Deborah L. McGuinness (J. Web Semant., 2025)