Scholar
Marco Valentino
Google Scholar ID: nnaBYcIAAAAJ
University of Sheffield
Natural Language Processing
Neurosymbolic AI
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Citations & Impact
All-time
Citations
694
H-index
15
i10-index
29
Publications
20
Co-authors
44
list available
Publications
30 items
Logic Before Language: Pre-pretraining on Formal Derivations Fosters Skill Acquisition and Compressibility
2026
Cited
0
Neurosymbolic Clinical Trial Matching via LLM-Driven Abduction and Logical Verification
2026
Cited
0
SciR: A Controllable Benchmark for Scientific Reasoning in LLMs
2026
Cited
0
Is Inference Mediated by Distinct Semantic Structures in LLMs? A Mechanistic Interpretation
2026
Cited
0
Compliance versus Sensibility: On the Reasoning Controllability in Large Language Models
2026
Cited
0
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
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Co-authors
14 total
André Freitas
University of Manchester | Idiap Research Institute
Mokanarangan Thayaparan
University of Manchester
Maël Jullien
The University of Manchester
Julia Rozanova
University of Manchester
Danilo S. Carvalho
University of Manchester
Ian Pratt-Hartmann
School of Computer Science, University of Manchester
Louise Dennis
Department of Computer Science, University of Manchester
Viktor Schlegel
Deputy Director IN-CYPHER Programme @ IGS, Imperial College London
