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Gabriele Picco
Gabriele Picco
MagicBlock
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Ensembling graph predictions for amr parsing
TL Hoang, G Picco, Y Hou, YS Lee, L Nguyen, D Phan, V López, ...
Advances in Neural Information Processing Systems 34, 8495-8505, 2021
322021
Neural unification for logic reasoning over natural language
G Picco, HT Lam, ML Sbodio, VL Garcia
arXiv preprint arXiv:2109.08460, 2021
202021
Otter-Knowledge: benchmarks of multimodal knowledge graph representation learning from different sources for drug discovery
HT Lam, ML Sbodio, MM Galindo, M Zayats, R Fernandez-Diaz, V Valls, ...
arXiv preprint arXiv:2306.12802, 2023
72023
Zshot: An open-source framework for zero-shot named entity recognition and relation extraction
G Picco, MM Galindo, A Purpura, L Fuchs, V Lopez, HT Lam
arXiv preprint arXiv:2307.13497, 2023
62023
Matching pairs: Attributing fine-tuned models to their pre-trained large language models
M Foley, A Rawat, T Lee, Y Hou, G Picco, G Zizzo
arXiv preprint arXiv:2306.09308, 2023
42023
Ontology-guided policy information extraction for healthcare fraud detection
TS Brisimi, V Lopez, V Rho, M Sbodio, G Picco, M Kristiansen, ...
Digital Personalized Health and Medicine, 879-883, 2020
32020
Rule mining using virtual knowledge graph created from text
TL Hoang, G Picco, VL Garcia
US Patent App. 17/655,614, 2023
22023
Blending graph predictions
TL Hoang, G Picco, HOU Yufang, YS Lee, LM Nguyen, DT Phan, ...
US Patent App. 17/666,827, 2023
22023
Learning insurance benefit rules from policy texts with small labeled data
G Picco, HT Lam, V Lopez, J Segrave-Daly, M Wei, M Sbodio, I Vejsbjerg, ...
MEDINFO 2021: One World, One Health–Global Partnership for Digital …, 2022
22022
Description Boosting for Zero-Shot Entity and Relation Classification
G Picco, L Fuchs, MM Galindo, A Purpura, V López, HT Lam
arXiv preprint arXiv:2406.02245, 2024
12024
Knowledge Enhanced Representation Learning for Drug Discovery
TL Hoang, ML Sbodio, MM Galindo, M Zayats, R Fernandez-Diaz, V Valls, ...
Proceedings of the AAAI Conference on Artificial Intelligence 38 (9), 10544 …, 2024
12024
Automatic container specification file creation and update for a codebase
G Picco, V Vasileiadis, TL Hoang, N Mulligan, IL Vejsbjerg
US Patent App. 17/657,605, 2023
12023
Identifying regulatory data corresponding to executable rules
TL Hoang, ML Sbodio, VL Garcia, N Mulligan, HOU Yufang, G Picco, ...
US Patent App. 17/649,183, 2023
12023
Predicting and explaining the effectiveness of social programs
N Mulligan, ML Sbodio, JH Bettencourt-silva, G Picco, VL Garcia, ...
US Patent App. 17/643,197, 2023
12023
Reasonable language model learning for text generation from a knowledge graph
TL Hoang, DT Phan, G Picco, LM Nguyen, VL Garcia
US Patent App. 17/453,327, 2023
12023
Explaining a theorem proving model
G Picco, TL Hoang, ML Sbodio, VL Garcia, N Mulligan
US Patent App. 17/358,148, 2022
12022
Cognitive user selection
ML Sbodio, JH Bettencourt-Silva, N Mulligan, G Picco
US Patent App. 17/116,751, 2022
12022
Automatic and unsupervised detached subgraph detection in deep learning programs
TL Hoang, G Picco
US Patent App. 17/096,494, 2022
12022
Towards protecting vital healthcare programs by extracting actionable knowledge from policy
V Lopez, N Yadav, G Picco, I Vejsbjerg, E Carrol, S Brady, ML Sbodio, ...
Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021 …, 2021
12021
Generating semantic vector representation of natural language data
TL Hoang, G Picco, VL Garcia
US Patent 12,086,552, 2024
2024
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