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ORCIDBreno W. Carvalho
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- affiliation: IBM Research Brazil, Rio de Janeiro, RJ, Brazil
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2020 – today
- 2025
[c5]Breno W. Carvalho, Artur d'Avila Garcez, Luís C. Lamb
, Emilio Vital Brazil:
Inducing Grokking with Distribution Shifts. ICTAI 2025: 222-229- [c4]Anton Bulle Labate, Breno W. S. R. de Carvalho, Sandro Rama Fiorini, Viviane Torres da Silva:
Synthetic Dataset Generation and Validation with LLMs for text2sparql in Wikidata Graphs. Wikidata 2025 - [i7]Breno W. Carvalho, Artur S. d'Avila Garcez, Luís C. Lamb, Emilio Vital Brazil:
Grokking Explained: A Statistical Phenomenon. CoRR abs/2502.01774 (2025) - [i6]Eduardo Soares, Emilio Vital Brazil, Victor Yukio Shirasuna, Breno W. S. R. de Carvalho, Cristiano Malossi:
Towards a Foundation Model for Partial Differential Equations Across Physics Domains. CoRR abs/2511.21861 (2025) - 2024
- [i5]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:
Automated, LLM enabled extraction of synthesis details for reticular materials from scientific literature. CoRR abs/2411.03484 (2024) - 2022
- [c3]Prithviraj Sen, Breno W. S. R. de Carvalho, Ryan Riegel, Alexander G. Gray:
Neuro-Symbolic Inductive Logic Programming with Logical Neural Networks. AAAI 2022: 8212-8219 - [c2]Prithviraj Sen, Breno W. S. R. de Carvalho, Ibrahim Abdelaziz, Pavan Kapanipathi, Salim Roukos, Alexander G. Gray:
Logical Neural Networks for Knowledge Base Completion with Embeddings & Rules. EMNLP 2022: 3863-3875 - [i4]Breno W. Carvalho, Artur d'Avila Garcez, Luís C. Lamb:
Graph-based Neural Modules to Inspect Attention-based Architectures: A Position Paper. CoRR abs/2210.07117 (2022) - 2021
- [c1]Breno W. Carvalho, Artur S. d'Avila Garcez, Luís C. Lamb:
Graph-Based Neural Modules to Inspect Attention-Based Architectures, A Position Paper. TFSOCTAI@AAAI Fall Symposium 2021 - [i3]Prithviraj Sen, Breno W. S. R. de Carvalho, Ibrahim Abdelaziz, Pavan Kapanipathi, Francois P. S. Luus, Salim Roukos, Alexander G. Gray:
Combining Rules and Embeddings via Neuro-Symbolic AI for Knowledge Base Completion. CoRR abs/2109.09566 (2021) - [i2]Prithviraj Sen, Breno W. S. R. de Carvalho, Ryan Riegel, Alexander G. Gray:
Neuro-Symbolic Inductive Logic Programming with Logical Neural Networks. CoRR abs/2112.03324 (2021)
2010 – 2019
- 2016
- [i1]Luciano Barbosa, Breno W. Carvalho, Bianca Zadrozny:
Pooling Hybrid Representations for Web Structured Data Annotation. CoRR abs/1610.00493 (2016)
Coauthor Index
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