Breno W. Carvalho

According to our database, Breno W. Carvalho authored at least 10 papers between 2016 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Towards a Foundation Model for Partial Differential Equations Across Physics Domains.

Eduardo Soares, Emilio Vital Brazil, Victor Yukio Shirasuna, Breno W. S. R. de Carvalho, Cristiano Malossi

CoRR, November, 2025

Grokking Explained: A Statistical Phenomenon.

Breno W. Carvalho, Artur S. d'Avila Garcez, Luís C. Lamb, Emilio Vital Brazil

CoRR, February, 2025

Synthetic Dataset Generation and Validation with LLMs for text2sparql in Wikidata Graphs.

Anton Bulle Labate, Breno W. S. R. de Carvalho, Sandro Rama Fiorini, Viviane Torres da Silva

Proceedings of the 5th Wikidata Workshop (Wikidata 2025) co-located with 24th International Semantic Web Conference (ISWC 2025), 2025

Inducing Grokking with Distribution Shifts.

Breno W. Carvalho, Artur d'Avila Garcez, Luís C. Lamb, Emilio Vital Brazil

Proceedings of the 37th IEEE International Conference on Tools with Artificial Intelligence, 2025

2024

Automated, LLM enabled extraction of synthesis details for reticular materials from scientific literature.

Viviane Torres da Silva, Alexandre Rademaker, Krystelle Lionti, Ronaldo Giro, Geisa Lima, Sandro Rama Fiorini, Marcelo Archanjo, Breno W. Carvalho, Rodrigo Neumann, Anaximandro Souza, João Pedro Souza, Gabriela de Valnisio, Carmen Nilda Paz, Renato Cerqueira, Mathias Steiner

CoRR, 2024

2022

Logical Neural Networks for Knowledge Base Completion with Embeddings & Rules.

Prithviraj Sen, Breno W. S. R. de Carvalho, Ibrahim Abdelaziz, Pavan Kapanipathi, Salim Roukos, Alexander G. Gray

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Neuro-Symbolic Inductive Logic Programming with Logical Neural Networks.

Prithviraj Sen, Breno W. S. R. de Carvalho, Ryan Riegel, Alexander G. Gray

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Combining Rules and Embeddings via Neuro-Symbolic AI for Knowledge Base Completion.

Prithviraj Sen, Breno W. S. R. de Carvalho, Ibrahim Abdelaziz, Pavan Kapanipathi, Francois P. S. Luus, Salim Roukos, Alexander G. Gray

CoRR, 2021

Graph-Based Neural Modules to Inspect Attention-Based Architectures, A Position Paper.

Breno W. Carvalho, Artur S. d'Avila Garcez, Luís C. Lamb

Proceedings of the Thinking Fast and Slow and Other Cognitive Theories in AI, 2021

2016

Pooling Hybrid Representations for Web Structured Data Annotation.

Luciano Barbosa, Breno W. Carvalho, Bianca Zadrozny

CoRR, 2016