MESITI, MARCO
MESITI, MARCO
Dipartimento di Informatica Giovanni Degli Antoni
Better Negatives, Better Predictions: Negative Sample Selection Strategies for Enhancing Biomedical KG Edge Classification
2026 E. Cavalleri, M. Alavinezhad, M. Mesiti, D. Malchiodi
RNA-KG v2.0: an RNA-centered Knowledge Graph with Properties
2026 E. Cavalleri, P. Perlasca, M. Mesiti
RNAcentral in 2026: genes and literature integration
2026 A. Green, C.E. Ribas, I. Jandalala, P. Muston, C. O'Cathail, G. Cochrane, C. Ernst, L. Zhao, P. Madrigal, H. Attrill, S. Marygold, D. Lancet, N. Dobzinski, P.P. Chan, T.M. Lowe, E.A. Bruford, R.L. Seal, H. Hermjakob, K. Panneerselvam, R.D. Finn, T.A. Gurbich, S. Griffiths-Jones, B. Fromm, K.J. Peterson, D. Sordyl, J.M. Bujnicki, S. Velankar, S.D. Appasamy, S. Ganguly, P. Zhang, S. He, K.M. Rutherford, V. Wood, R.C. Lovering, E. Picardi, N. Ontiveros, L. Huang, Z. Miao, A.S. Petrov, H. Mccann, E. Cavalleri, M. Mesiti, E. Rivas, M. Szikszai, M. Magnus, J. Gerken, M. Chuvochina, D. Bergeron, M. Scott, K.P. Williams, R.R. Gutell, C.X. Chan, M. Quinton-Tulloch, S. Diamantakis, A.I. Petrov, A. Bateman, B.A. Sweeney
A Schema-Driven Prompt Engineering Approach for Data-Centric LLM Tasks
2026 E. Cavalleri, M. Mesiti
Mind Your Steps in Biomedical Named Entity Recognition: First Extract, Tag Afterwards
2026 D. Shlyk, S. Montanelli, M. Mesiti, L. Hunter
A Semantic Schema-Based Catalog for Identifying Joinable Columns via LLMs
2025 E. Cavalleri, M. Castagna, M. Mesiti
RNA knowledge-graph analysis through homogeneous embedding methods
2025 F. Torgano, M. Soto Gomez, M. Zignani, J. Gliozzo, E. Cavalleri, M. Mesiti, E. Casiraghi, G. Valentini
Prompt Engineering Approaches for Working with Biomedical Knowledge Graphs through LLMs
2025 M. Mesiti, E. Cavalleri, M. Castagna, P. Perlasca, D. Shlyk
Intrinsic-dimension analysis for guiding dimensionality reduction and data fusion in multi-omics data processing
2025 J. Gliozzo, M. Soto-Gomez, V. Guarino, A. Bonometti, A. Cabri, E. Cavalleri, J. Reese, P.N. Robinson, M. Mesiti, G. Valentini, E. Casiraghi
On the extraction of meaningful RNA interactions from Scientific Publications through LLMs and SPIRES
2024 E. Cavalleri, M. Mesiti
Initial achievements in relation extraction from RNA-focused scientific papers
2024 E. Cavalleri, M. Soto-Gomez, A. Pashaeibarough, D. Malchiodi, H. Caufield, J. Reese, C.J. Mungall, P.N. Robinson, E. Casiraghi, G. Valentini, M. Mesiti
REAL: A Retrieval-Augmented Entity Linking Approach for Biomedical Concept Recognition
2024 D. Shlyk, T. Groza, S. Montanelli, E. Cavalleri, M. Mesiti
SPIREX: Improving LLM-based relation extraction from RNA-focused scientific literature using graph machine learning
2024 E. Cavalleri, M. Soto Gomez, A. Pashaeibarough, D. Malchiodi, J.H. Caufield, J.T. Reese, C. Mungall, P.N. Robinson, E. Casiraghi, G. Valentini, M. Mesiti
An open source knowledge graph ecosystem for the life sciences
2024 T.J. Callahan, I.J. Tripodi, A.L. Stefanski, L. Cappelletti, S.B. Taneja, J.M. Wyrwa, E. Casiraghi, N.A. Matentzoglu, J. Reese, J.C. Silverstein, C.T. Hoyt, R.D. Boyce, S.A. Malec, D.R. Unni, M.P. Joachimiak, P.N. Robinson, C.J. Mungall, E. Cavalleri, T. Fontana, G. Valentini, M. Mesiti, L.A. Gillenwater, B. Santangelo, N.A. Vasilevsky, R. Hoehndorf, T.D. Bennett, P.B. Ryan, G. Hripcsak, M.G. Kahn, M. Bada, W.A. Baumgartner, L.E. Hunter
Construction and Enhancement of an RNA-Based Knowledge Graph for Discovering New RNA Drugs
2024 E. Cavalleri, M. Mesiti
Fine-tuning of Conditional Transformers Improves the Generalization of Functionally Characterized Proteins
2024 M. Nicolini, D. Malchiodi, A. Cabri, E. Cavalleri, M. Mesiti, A. Paccanaro, N. Robinson Peter, J. Reese, E. Casiraghi, G. Valentini
Fine-Tuning of Conditional Transformers Improves the Generation of Functionally Characterized Proteins
2024 M. Nicolini, D. Malchiodi, A. Cabri, E. Cavalleri, M. Mesiti, A. Paccanaro, P.N. Robinson, J. Reese, E. Casiraghi, G. Valentini
An ontology-based knowledge graph for representing interactions involving RNA molecules
2024 E. Cavalleri, A. Cabri, M. Soto-Gomez, S. Bonfitto, P. Perlasca, J. Gliozzo, T.J. Callahan, J. Reese, P.N. Robinson, E. Casiraghi, G. Valentini, M. Mesiti
RNA Knowledge Graph Analysis via Embedding Methods
2024 F. Torgano, E. Cavalleri, J. Gliozzo, F. Stacchietti, E. Saitto, M. Mesiti, E. Casiraghi, G. Valentini
A Semi-Automatic Approach for feeding Bio-Medical KGs
2023 S. Bonfitto, M. Dileo, E. Casiraghi, S.T. Gaito, G. Valentini, M. Mesiti