Scholar
Danilo S. Carvalho
Google Scholar ID: e-K_TIYAAAAJ
University of Manchester
Citations & Impact
Citations
267
H-index
10
i10-index
10
Publications
20
Co-authors
20
list available
Contact
Publications
Resume (English only)
Academic Achievements
- Published papers such as 'Quasi-symbolic Semantic Geometry over Transformer-based Variational AutoEncoder', 'PEIRCE: Unifying Material and Formal Reasoning via LLM-Driven Neuro-Symbolic Refinement', etc.; Participated in projects like LangVAE & LangSpace: Building and Probing for Language Model VAEs, etc.
Research Experience
- Currently, he is a Principal Clinical Informatician (Research Associate) for the Digital Cancer Research team at the National Biomarker Center of the University of Manchester, working on Safe and Explainable Artificial Intelligence (AI) architectures.
Background
- My research work deals with understanding and filling the gap between the realm of human thought, and in particular human language, and the realm of computer machinery, which is the key component of the next generation of intelligent systems that will be able to automatically understand and process the meaning of information at scale. I have been involved with Artificial Intelligence (AI) and Natural Language Processing work for over a decade, focusing on explainable AI.
Miscellany
- Interested in areas including Computational Linguistics/Natural Language Processing, Artificial Intelligence, Data Science, and Software Engineering.
