Gabriele Picco

According to our database, Gabriele Picco authored at least 12 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Knowledge Enhanced Representation Learning for Drug Discovery.

Thanh Lam Hoang, Marco Luca Sbodio, Marcos Martínez Galindo, Mykhaylo Zayats, Raúl Fernández-Díaz, Victor Valls, Gabriele Picco, Cesar Berrospi, Vanessa López

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Ephemeral Rollups are All you Need.

Gabriele Picco, Andrea Fortugno

CoRR, 2023

Otter-Knowledge: benchmarks of multimodal knowledge graph representation learning from different sources for drug discovery.

Hoang Thanh Lam, Marco Luca Sbodio, Marcos Martínez Galindo, Mykhaylo Zayats, Raúl Fernández-Díaz, Víctor Valls, Gabriele Picco, Cesar Berrospi Ramis, Vanessa López

CoRR, 2023

Zshot: An Open-source Framework for Zero-Shot Named Entity Recognition and Relation Extraction.

Gabriele Picco, Marcos Martínez Galindo, Alberto Purpura, Leopold Fuchs, Vanessa López, Thanh Lam Hoang

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics: System Demonstrations, 2023

Matching Pairs: Attributing Fine-Tuned Models to their Pre-Trained Large Language Models.

Myles Foley, Ambrish Rawat, Taesung Lee, Yufang Hou, Gabriele Picco, Giulio Zizzo

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

2022

Envisioning a Human-AI collaborative system to transform policies into decision models.

Vanessa López, Gabriele Picco, Inge Vejsbjerg, Thanh Lam Hoang, Yufang Hou, Marco Luca Sbodio, John Segrave-Daly, Denisa Moga, Sean Swords, Miao Wei, Eoin Carrol

CoRR, 2022

2021

Neural Unification for Logic Reasoning over Natural Language.

Gabriele Picco, Hoang Thanh Lam, Marco Luca Sbodio, Vanessa López Garcia

CoRR, 2021

Ensembling Graph Predictions for AMR Parsing.

Thanh Lam Hoang, Gabriele Picco, Yufang Hou, Young-Suk Lee, Lam M. Nguyen, Dzung T. Phan, Vanessa López, Ramón Fernandez Astudillo

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Learning Insurance Benefit Rules from Policy Texts with Small Labeled Data.

Gabriele Picco, Hoang Thanh Lam, Vanessa López, John Segrave-Daly, Miao Wei, Marco Luca Sbodio, Inge Vejsbjerg, Seamus Brady, Morten Kristiansen

Proceedings of the MEDINFO 2021: One World, One Health - Global Partnership for Digital Innovation, 2021

Neural Unification for Logic Reasoning over Natural Language.

Gabriele Picco, Thanh Lam Hoang, Marco Luca Sbodio, Vanessa López

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021

Towards Protecting Vital Healthcare Programs by Extracting Actionable Knowledge from Policy.

Vanessa López, Nagesh Yadav, Gabriele Picco, Inge Vejsbjerg, Eoin Carrol, Seamus Brady, Marco Luca Sbodio, Hoang Thanh Lam, Miao Wei, John Segrave-Daly

Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

2020

Ontology-Guided Policy Information Extraction for Healthcare Fraud Detection.

Theodora S. Brisimi, Vanessa López, Valentina Rho, Marco Luca Sbodio, Gabriele Picco, Morten Kristiansen, John Segrave-Daly, Conor Cullen

Proceedings of the Digital Personalized Health and Medicine - Proceedings of MIE 2020, Medical Informatics Europe, Geneva, Switzerland, April 28, 2020