Danilo Carvalho

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 5

Top Topics

Packet Loss Rate

Reasoning Mechanisms

Neural Architectures

Scientific Literature

Top Venues

Publications

Oskar Wysocki, Magdalena Wysocka, Danilo Carvalho, Alex Teodor Bogatu, Danilo Miranda Gusicuma, Maxime Delmas, Harriet Unsworth, André Freitas
An LLM-based Knowledge Synthesis and Scientific Reasoning Framework for Biomedical Discovery. CoRR (2024)
Yingji Zhang, Danilo Carvalho, André Freitas
Learning Disentangled Semantic Spaces of Explanations via Invertible Neural Networks. ACL (1) (2024)
Edoardo Manino, Julia Rozanova, Danilo Carvalho, André Freitas, Lucas C. Cordeiro
Systematicity, Compositionality and Transitivity of Deep NLP Models: a Metamorphic Testing Perspective. ACL (Findings) (2022)
Edoardo Manino, Julia Rozanova, Danilo Carvalho, André Freitas, Lucas C. Cordeiro
Systematicity, Compositionality and Transitivity of Deep NLP Models: a Metamorphic Testing Perspective. CoRR (2022)
Edoardo Manino, Danilo Carvalho, Yi Dong, Julia Rozanova, Xidan Song, Mustafa A. Mustafa, André Freitas, Gavin Brown, Mikel Lujan, Xiaowei Huang, Lucas C. Cordeiro
EnnCore: End-to-End Conceptual Guarding of Neural Architectures. SafeAI@AAAI (2022)