Gabriele Picco

IBM Research - Ireland — Ireland

Computer Science · Physical Sciences

3h-index26citations12works2.02yr avg
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Research Topics

Topic Modeling(8), Natural Language Processing Techniques(7), Healthcare cost, quality, practices(2), Machine Learning in Healthcare(2), Semantic Web and Ontologies(1)

Publications12 total

Description Boosting for Zero-Shot Entity and Relation Classification
arXiv (Cornell University)·2024Open Access
Collaborative artificial intelligence system for investigation of healthcare claims compliance
Scientific Reports·2024· 4 citedOpen Access
Description Boosting for Zero-Shot Entity and Relation Classification
2024· 2 citedOpen Access
Zshot: An Open-source Framework for Zero-Shot Named Entity Recognition and Relation Extraction
arXiv (Cornell University)·2023Open Access
Zshot: An Open-source Framework for Zero-Shot Named Entity Recognition and Relation Extraction
2023· 4 citedOpen Access
Learning Insurance Benefit Rules from Policy Texts with Small Labeled Data
Studies in health technology and informatics·2022· 3 citedOpen Access
Ensembling Graph Predictions for AMR Parsing
arXiv (Cornell University)·2021Open Access
Ensembling Graph Predictions for AMR Parsing
arXiv (Cornell University)·2021Open Access
Neural Unification for Logic Reasoning over Natural Language
arXiv (Cornell University)·2021Open Access
Towards Protecting Vital Healthcare Programs by Extracting Actionable Knowledge from Policy
2021· 1 citedOpen Access
Neural Unification for Logic Reasoning over Natural Language
2021· 9 citedOpen Access
Ontology-Guided Policy Information Extraction for Healthcare Fraud Detection
Studies in health technology and informatics·2020· 3 citedOpen Access

Frequent Co-authors

Vanessa López(12), Marco Luca Sbodio(6), Thanh Lam Hoang(5), Hoang Thanh Lam(5), Marcos Martínez Galindo(4), Alberto Purpura(4), Leopold Fuchs(4), Morten Kristiansen(3), John Segrave-Daly(3), Theodora S. Brisimi(2), Inge Vejsbjerg(2), Valentina Rho(2), Seamus Brady(2), Yufang Hou(2), Young‐Suk Lee(2), Lam M. Nguyen(2), Dzung T. Phan(2), Ramón Fernández Astudillo(2), Pól Mac Aonghusa(1), Wei Miao(1)