Marco Valentino
Scholar

Marco Valentino

Google Scholar ID: nnaBYcIAAAAJ
University of Sheffield
Natural Language ProcessingNeurosymbolic AIExplanation
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Citations & Impact
All-time
Citations
694
 
H-index
15
 
i10-index
29
 
Publications
20
 
Co-authors
44
list available
Contact
No contact links provided.
Publications
25 items
Fundamental Reasoning Paradigms Induce Out-of-Domain Generalization in Language Models
2026
Cited
0
Abstract Activation Spaces for Content-Invariant Reasoning in Large Language Models
2026
Cited
0
Monotonic Reference-Free Refinement for Autoformalization
2026
Cited
0
Decompose-and-Formalise: Recursively Verifiable Natural Language Inference
2026
Cited
0
Inferring Latent Intentions: Attributional Natural Language Inference in LLM Agents
2026
Cited
0
Logic-Parametric Neuro-Symbolic NLI: Controlling Logical Formalisms for Verifiable LLM Reasoning
arXiv.org · 2026
Cited
0
OpenSIR: Open-Ended Self-Improving Reasoner
2025
Cited
0
MASA: LLM-Driven Multi-Agent Systems for Autoformalization
2025
Cited
0
Resume (English only)
Co-authors
44 total
André Freitas
André Freitas
University of Manchester | Idiap Research Institute
Mokanarangan Thayaparan
Mokanarangan Thayaparan
University of Manchester
Co-author 3
Co-author 3
Maël Jullien
Maël Jullien
The University of Manchester
Julia Rozanova
Julia Rozanova
University of Manchester
Co-author 6
Co-author 6
Co-author 7
Co-author 7
Co-author 8
Co-author 8