Emanuele Cavalleri

14 papers A* 1C 1Journal 4Unranked 8
YearRankTypeTitle / Venue / Authors
2025 C conf
A Semantic Schema-Based Catalog for Identifying Joinable Columns via LLMs.
FQAS
Emanuele Cavalleri, Matteo Castagna, Marco Mesiti
2025 J jnl
Intrinsic-dimension analysis for guiding dimensionality reduction and data fusion in multi-omics data processing.
Artif. Intell. Medicine
Jessica Gliozzo, Mauricio Soto Gomez, Valentina Guarino, Arturo Bonometti, Alberto Cabri, Emanuele Cavalleri, Justin T. Reese, Peter N. Robinson, Marco Mesiti, Giorgio Valentini, Elena Casiraghi
2025 — conf
Prompt engineering approaches for working with biomedical knowledge graphs through LLMs.
Ital-IA
Marco Mesiti, Emanuele Cavalleri, Matteo Castagna, Paolo Perlasca, Darya Shlyk
2025 J jnl
RNA-KG v2.0: An RNA-centered Knowledge Graph with Properties.
CoRR
Emanuele Cavalleri, Paolo Perlasca, Marco Mesiti
2024 A* conf
Construction and Enhancement of an RNA-Based Knowledge Graph for Discovering New RNA Drugs.
ICDE
Emanuele Cavalleri, Marco Mesiti
2024 — conf
Fine-Tuning of Conditional Transformers Improves the Generation of Functionally Characterized Proteins.
BIOSTEC (1)
Marco Nicolini, Dario Malchiodi, Alberto Cabri, Emanuele Cavalleri, Marco Mesiti, Alberto Paccanaro, Peter N. Robinson, Justin T. Reese, Elena Casiraghi, Giorgio Valentini
2024 — conf
Initial achievements in relation extraction from RNA-focused scientific papers.
SEBD
Emanuele Cavalleri, Mauricio Soto Gomez, Ali Pashaeibarough, Dario Malchiodi, J. Harry Caufield, Justin T. Reese, Christopher J. Mungall, Peter N. Robinson, Elena Casiraghi, Giorgio Valentini, Marco Mesiti
2024 — conf
On the Extraction of Meaningful RNA Interactions from Scientific Publications through LLMs and SPIRES.
EDBT/ICDT Workshops
Emanuele Cavalleri, Marco Mesiti
2024 — conf
REAL: A Retrieval-Augmented Entity Linking Approach for Biomedical Concept Recognition.
BioNLP@ACL
Darya Shlyk, Tudor Groza, Marco Mesiti, Stefano Montanelli, Emanuele Cavalleri
2024 — conf
SPIREX: Improving LLM-based relation extraction from RNA-focused scientific literature using graph machine learning.
VLDB Workshops
Emanuele Cavalleri, Mauricio Soto Gomez, Ali Pashaeibarough, Dario Malchiodi, J. Harry Caufield, Justin T. Reese, Chris Mungall, Peter N. Robinson, Elena Casiraghi, Giorgio Valentini, Marco Mesiti
2023 — conf
A Meta-Graph for the Construction of an RNA-Centered Knowledge Graph.
IWBBIO (1)
Emanuele Cavalleri, Sara Bonfitto, Alberto Cabri, Jessica Gliozzo, Paolo Perlasca, Mauricio Soto Gomez, Gabriella Trucco, Elena Casiraghi, Giorgio Valentini, Marco Mesiti
2023 J jnl
An Open-Source Knowledge Graph Ecosystem for the Life Sciences.
CoRR
Tiffany J. Callahan, Ignacio J. Tripodi, Adrianne L. Stefanski, Luca Cappelletti, Sanya Bathla Taneja, Jordan M. Wyrwa, Elena Casiraghi, Nicolas A. Matentzoglu, Justin T. Reese, Jonathan C. Silverstein, Charles Tapley Hoyt, Richard D. Boyce, Scott A. Malec, Deepak R. Unni, Marcin P. Joachimiak, Peter N. Robinson, Christopher J. Mungall, Emanuele Cavalleri, Tommaso Fontana, Giorgio Valentini, Marco Mesiti, Lucas A. Gillenwater, Brook E. Santangelo, Nicole A. Vasilevsky, Robert Hoehndorf, Tellen D. Bennett, Patrick B. Ryan, George Hripcsak, Michael G. Kahn, Michael Bada, William A. Baumgartner Jr., Lawrence E. Hunter
2023 J jnl
RNA-KG: An ontology-based knowledge graph for representing interactions involving RNA molecules.
CoRR
Emanuele Cavalleri, Alberto Cabri, Mauricio Soto Gomez, Sara Bonfitto, Paolo Perlasca, Jessica Gliozzo, Tiffany J. Callahan, Justin T. Reese, Peter N. Robinson, Elena Casiraghi, Giorgio Valentini, Marco Mesiti
2023 — conf
Towards the Construction of an RNA-centered Knowledge Graph.
SEBD
Emanuele Cavalleri, Sara Bonfitto, Alberto Cabri, Jessica Gliozzo, Paolo Perlasca, Mauricio Soto Gomez, Gabriella Trucco, Elena Casiraghi, Giorgio Valentini, Marco Mesiti