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2020 – today
- 2024
[j8]Matteo Olivato
, Luca Putelli, Nicola Arici, Alfonso Emilio Gerevini, Alberto Lavelli, Ivan Serina:
Language Models for Hierarchical Classification of Radiology Reports With Attention Mechanisms, BERT, and GPT-4. IEEE Access 12: 69710-69727 (2024)- [j7]Michele Dusi, Nicola Arici, Alfonso Emilio Gerevini, Luca Putelli, Ivan Serina:
Discrimination Bias Detection Through Categorical Association in Pre-Trained Language Models. IEEE Access 12: 162651-162667 (2024) - [c21]Mattia Chiari, Alfonso Emilio Gerevini, Andrea Loreggia, Luca Putelli, Ivan Serina:
Fast and Slow Goal Recognition. AAMAS 2024: 354-362 - [c20]Nicholas Rossetti, Massimiliano Tummolo, Alfonso Emilio Gerevini, Luca Putelli, Ivan Serina, Mattia Chiari, Matteo Olivato:
Learning General Policies for Planning through GPT Models. ICAPS 2024: 500-508 - [c19]Nicholas Rossetti, Massimiliano Tummolo, Alfonso Emilio Gerevini, Matteo Olivato, Luca Putelli, Ivan Serina:
Enhancing GPT-Based Planning Policies by Model-Based Plan Validation. NeSy (2) 2024: 328-337 - [c18]Ejdis Gjinika, Nicola Arici, Luca Putelli, Alfonso Emilio Gerevini, Ivan Serina:
An Analysis on How Pre-Trained Language Models Learn Different Aspects. XAI.it@AI*IA 2024: 28-41 - 2023
- [j6]Alfonso Emilio Gerevini, Roberto Maroldi, Matteo Olivato, Luca Putelli, Ivan Serina:
Machine Learning Techniques for Prognosis Estimation and Knowledge Discovery From Lab Test Results With Application to the COVID-19 Emergency. IEEE Access 11: 83905-83933 (2023) - [j5]Tahir Mehmood, Ivan Serina, Alberto Lavelli, Luca Putelli, Alfonso Gerevini:
On the Use of Knowledge Transfer Techniques for Biomedical Named Entity Recognition. Future Internet 15(2): 79 (2023) - [j4]Lorenzo Serina, Luca Putelli, Alfonso Emilio Gerevini, Ivan Serina:
Synonyms, Antonyms and Factual Knowledge in BERT Heads. Future Internet 15(7): 230 (2023) - [j3]Nicola Arici, Alfonso Emilio Gerevini, Matteo Olivato, Luca Putelli, Luca Sigalini, Ivan Serina:
Real-World Implementation and Integration of an Automatic Scoring System for Workplace Safety Courses in Italian. Future Internet 15(8): 268 (2023) - [j2]Alfonso Emilio Gerevini, Alessandro Saetti, Ivan Serina, Andrea Loreggia, Luca Putelli, Anna Roubícková:
Maintenance of Plan Libraries for Case-Based Planning: Offline and Online Policies. J. Artif. Intell. Res. 78: 527-577 (2023) - [c17]Mattia Chiari, Alfonso Emilio Gerevini, Luca Putelli, Ivan Serina:
Goal Recognition with Deep Learning and Embedded Representation of State Traces. IPS-RCRA-SPIRIT@AI*IA 2023 - [c16]Michele Dusi, Alfonso Emilio Gerevini, Luca Putelli, Ivan Serina:
Supervised Bias Detection in Transformers-based Language Models (Short paper). DC@AI*IA 2023 - [c15]Mattia Chiari, Alfonso Emilio Gerevini, Francesco Percassi, Luca Putelli, Ivan Serina, Matteo Olivato:
Goal Recognition as a Deep Learning Task: The GRNet Approach. ICAPS 2023: 560-568 - [c14]Nicholas Rossetti, Alfonso Emilio Gerevini, Matteo Olivato, Luca Putelli, Mattia Chiari, Ivan Serina, Davide Minisci, Emanuele Foca:
Recurrent Neural Networks for Daily Estimation of COVID-19 Prognosis with Uncertainty Handling. KES 2023: 1542-1551 - [c13]Nicola Arici, Luca Putelli, Alfonso Emilio Gerevini, Luca Sigalini, Ivan Serina:
LLM-based Approaches for Automatic Ticket Assignment: A Real-world Italian Application. NL4AI@AI*IA 2023 - 2022
- [j1]Matteo Zubani, Luca Sigalini, Ivan Serina, Luca Putelli, Alfonso Emilio Gerevini, Mattia Chiari:
A Performance Comparison of Different Cloud-Based Natural Language Understanding Services for an Italian e-Learning Platform. Future Internet 14(2): 62 (2022) - [c12]Luca Putelli, Alfonso Emilio Gerevini, Alberto Lavelli, Tahir Mehmood, Ivan Serina:
On the Behaviour of BERT's Attention for the Classification of Medical Reports. XAI.it@AI*IA 2022: 16-30 - [c11]Michele Dusi, Nicola Arici, Alfonso Emilio Gerevini, Luca Putelli, Ivan Serina:
Graphical Identification of Gender Bias in BERT with a Weakly Supervised Approach. NL4AI@AI*IA 2022: 164-176 - [c10]Nicola Arici, Alfonso Emilio Gerevini, Luca Putelli, Ivan Serina, Luca Sigalini:
A BERT-Based Scoring System for Workplace Safety Courses in Italian. AI*IA 2022: 457-471 - [c9]Lorenzo Serina, Mattia Chiari, Alfonso Emilio Gerevini, Luca Putelli, Ivan Serina:
A Preliminary Study on BERT applied to Automated Planning. IPS/RiCeRcA/SPIRIT@AI*IA 2022 - [c8]Matteo Olivato, Nicholas Rossetti, Alfonso Emilio Gerevini, Mattia Chiari, Luca Putelli, Ivan Serina:
Machine Learning Models for Predicting Short-Long Length of Stay of COVID-19 Patients. KES 2022: 1232-1241 - [i2]Mattia Chiari, Alfonso Emilio Gerevini, Luca Putelli, Francesco Percassi, Ivan Serina:
Goal Recognition as a Deep Learning Task: the GRNet Approach. CoRR abs/2210.02377 (2022) - 2021
- [c7]Mattia Chiari, Alfonso Emilio Gerevini, Matteo Olivato, Luca Putelli, Nicholas Rossetti, Ivan Serina:
An Application of Recurrent Neural Networks for Estimating the Prognosis of COVID-19 Patients in Northern Italy. AIME 2021: 318-328 - [c6]Luca Putelli, Alfonso Emilio Gerevini, Alberto Lavelli, Roberto Maroldi, Ivan Serina:
Attention-Based Explanation in a Deep Learning Model For Classifying Radiology Reports. AIME 2021: 367-372 - 2020
- [c5]Alfonso Emilio Gerevini, Roberto Maroldi, Matteo Olivato, Luca Putelli, Ivan Serina:
Prognosis Prediction in Covid-19 Patients from Lab Tests and X-ray Data through Randomized Decision Trees. KDH@ECAI 2020: 27-34 - [c4]Mattia Chiari, Alfonso Emilio Gerevini, Roberto Maroldi, Matteo Olivato, Luca Putelli, Ivan Serina:
Length of Stay Prediction for Northern Italy COVID-19 Patients Based on Lab Tests and X-Ray Data. ICPR Workshops (1) 2020: 212-226 - [c3]Luca Putelli, Alfonso Emilio Gerevini, Alberto Lavelli, Matteo Olivato, Ivan Serina:
Deep Learning for Classification of Radiology Reports with a Hierarchical Schema. KES 2020: 349-359 - [i1]Alfonso Emilio Gerevini, Roberto Maroldi, Matteo Olivato, Luca Putelli, Ivan Serina:
Prognosis Prediction in Covid-19 Patients from Lab Tests and X-ray Data through Randomized Decision Trees. CoRR abs/2010.04420 (2020)
2010 – 2019
- 2019
- [c2]Luca Putelli, Alfonso Gerevini, Alberto Lavelli, Ivan Serina:
Applying Self-interaction Attention for Extracting Drug-Drug Interactions. AI*IA 2019: 445-460 - [c1]Luca Putelli, Alfonso Emilio Gerevini, Alberto Lavelli, Ivan Serina:
The Impact of Self-Interaction Attention on the Extraction of Drug-Drug Interactions. CLiC-it 2019
Coauthor Index
aka: Alfonso Emilio Gerevini
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last updated on 2024-12-08 02:26 CET by the dblp team
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