PUTELLI, LUCA
PUTELLI, LUCA
Dipartimento di Ingegneria dell'Informazione
A BERT-Based Scoring System for Workplace Safety Courses in Italian
2023-01-01 Arici, N.; Gerevini, A. E.; Putelli, L.; Serina, I.; Sigalini, L.
A Performance Comparison of Different Cloud-Based Natural Language Understanding Services for an Italian e-Learning Platform
2022-01-01 Zubani, M.; Sigalini, L; Serina, I.; Putelli, L.; Gerevini, A. E.; Chiari, M.
A Preliminary Study on BERT applied to Automated Planning
2022-01-01 Serina, L.; Chiari, M.; Gerevini, A. E.; Putelli, L.; Serina, I.
An Analysis on How Pre-Trained Language Models Learn Different Aspects
2024-01-01 Gjinika, E.; Arici, N.; Putelli, L.; Gerevini, A. E.; Serina, I.
An Application of Recurrent Neural Networks for Estimating the Prognosis of COVID-19 Patients in Northern Italy
2021-01-01 Chiari, M.; Gerevini, A. E.; Olivato, M.; Putelli, L.; Rossetti, N.; Serina, I.
Applying Self-interaction Attention for Extracting Drug-Drug Interactions
2019-01-01 Putelli, L.; Gerevini, A. E.; Lavelli, A.; Serina, I.
Attention Mechanism e Interpretabilità del Deep Learning per il Natural Language Processing in Ambito Biomedico
2021-07-25 Putelli, Luca
Attention-Based Explanation in a Deep Learning Model For Classifying Radiology Reports
2021-01-01 Putelli, L.; Gerevini, A. E.; Lavelli, A.; Maroldi, R.; Serina, I.
Deep learning for classification of radiology reports with a hierarchical schema
2020-01-01 Putelli, L.; Gerevini, A. E.; Lavelli, A.; Olivato, M.; Serina, I.
Discrimination Bias Detection through Categorical Association in Pre-trained Language Models
2024-01-01 Dusi, M.; Arici, N.; Gerevini, A. E.; Putelli, L.; Serina, I.
Enhancing GPT-Based Planning Policies by Model-Based Plan Validation
2024-01-01 Rossetti, N.; Tummolo, M.; Gerevini, A. E.; Olivato, M.; Putelli, L.; Serina, I.
Fast and Slow Goal Recognition
2024-01-01 Chiari, M.; Gerevini, A. E.; Loreggia, A.; Putelli, L.; Serina, I.
Goal Recognition as a Deep Learning Task: the GRNet Approach
2023-01-01 Chiari, M.; Gerevini, A. E.; Percassi, F.; Putelli, L.; Serina, I.; Olivato, M.
Goal Recognition with Deep Learning and Embedded Representation of State Traces
2023-01-01 Chiari, M.; Gerevini, A. E.; Putelli, L.; Serina, I.
Graphical Identification of Gender Bias in BERT with a Weakly Supervised Approach
2022-01-01 Dusi, M.; Arici, N.; Gerevini, A. E.; Putelli, L.; Serina, I.
Language Models for Hierarchical Classification of Radiology Reports with Attention Mechanisms, BERT and GPT-4
2024-01-01 Olivato, Matteo; Putelli, Luca; Arici, Nicola; Gerevini, Alfonso E.; Lavelli, Alberto; Serina, Ivan
Learning General Policies for Planning through GPT Models
2024-01-01 Rossetti, N.; Tummolo, M.; Gerevini, A. E.; Putelli, L.; Serina, I.; Chiari, M.; Olivato, M.
Length of Stay Prediction for Northern Italy COVID-19 Patients Based on Lab Tests and X-Ray Data
2021-01-01 Chiari, M.; Gerevini, A. E.; Maroldi, R.; Olivato, M.; Putelli, L.; Serina, I.
LLM-based Approaches for Automatic Ticket Assignment: A Real-world Italian Application
2023-01-01 Arici, N.; Putelli, L.; Gerevini, A. E.; Sigalini, L.; Serina, I.
Machine Learning Models for Predicting Short-Long Length of Stay of COVID-19 Patients
2022-01-01 Olivato, Matteo; Rossetti, Nicholas; Gerevini, Alfonso E.; Chiari, Mattia; Putelli, Luca; Serina, Ivan
| Titolo | Data di pubblicazione | Autore(i) | File |
|---|---|---|---|
| A BERT-Based Scoring System for Workplace Safety Courses in Italian | 1-gen-2023 | Arici, N.; Gerevini, A. E.; Putelli, L.; Serina, I.; Sigalini, L. | |
| A Performance Comparison of Different Cloud-Based Natural Language Understanding Services for an Italian e-Learning Platform | 1-gen-2022 | Zubani, M.; Sigalini, L; Serina, I.; Putelli, L.; Gerevini, A. E.; Chiari, M. | |
| A Preliminary Study on BERT applied to Automated Planning | 1-gen-2022 | Serina, L.; Chiari, M.; Gerevini, A. E.; Putelli, L.; Serina, I. | |
| An Analysis on How Pre-Trained Language Models Learn Different Aspects | 1-gen-2024 | Gjinika, E.; Arici, N.; Putelli, L.; Gerevini, A. E.; Serina, I. | |
| An Application of Recurrent Neural Networks for Estimating the Prognosis of COVID-19 Patients in Northern Italy | 1-gen-2021 | Chiari, M.; Gerevini, A. E.; Olivato, M.; Putelli, L.; Rossetti, N.; Serina, I. | |
| Applying Self-interaction Attention for Extracting Drug-Drug Interactions | 1-gen-2019 | Putelli, L.; Gerevini, A. E.; Lavelli, A.; Serina, I. | |
| Attention Mechanism e Interpretabilità del Deep Learning per il Natural Language Processing in Ambito Biomedico | 25-lug-2021 | Putelli, Luca | |
| Attention-Based Explanation in a Deep Learning Model For Classifying Radiology Reports | 1-gen-2021 | Putelli, L.; Gerevini, A. E.; Lavelli, A.; Maroldi, R.; Serina, I. | |
| Deep learning for classification of radiology reports with a hierarchical schema | 1-gen-2020 | Putelli, L.; Gerevini, A. E.; Lavelli, A.; Olivato, M.; Serina, I. | |
| Discrimination Bias Detection through Categorical Association in Pre-trained Language Models | 1-gen-2024 | Dusi, M.; Arici, N.; Gerevini, A. E.; Putelli, L.; Serina, I. | |
| Enhancing GPT-Based Planning Policies by Model-Based Plan Validation | 1-gen-2024 | Rossetti, N.; Tummolo, M.; Gerevini, A. E.; Olivato, M.; Putelli, L.; Serina, I. | |
| Fast and Slow Goal Recognition | 1-gen-2024 | Chiari, M.; Gerevini, A. E.; Loreggia, A.; Putelli, L.; Serina, I. | |
| Goal Recognition as a Deep Learning Task: the GRNet Approach | 1-gen-2023 | Chiari, M.; Gerevini, A. E.; Percassi, F.; Putelli, L.; Serina, I.; Olivato, M. | |
| Goal Recognition with Deep Learning and Embedded Representation of State Traces | 1-gen-2023 | Chiari, M.; Gerevini, A. E.; Putelli, L.; Serina, I. | |
| Graphical Identification of Gender Bias in BERT with a Weakly Supervised Approach | 1-gen-2022 | Dusi, M.; Arici, N.; Gerevini, A. E.; Putelli, L.; Serina, I. | |
| Language Models for Hierarchical Classification of Radiology Reports with Attention Mechanisms, BERT and GPT-4 | 1-gen-2024 | Olivato, Matteo; Putelli, Luca; Arici, Nicola; Gerevini, Alfonso E.; Lavelli, Alberto; Serina, Ivan | |
| Learning General Policies for Planning through GPT Models | 1-gen-2024 | Rossetti, N.; Tummolo, M.; Gerevini, A. E.; Putelli, L.; Serina, I.; Chiari, M.; Olivato, M. | |
| Length of Stay Prediction for Northern Italy COVID-19 Patients Based on Lab Tests and X-Ray Data | 1-gen-2021 | Chiari, M.; Gerevini, A. E.; Maroldi, R.; Olivato, M.; Putelli, L.; Serina, I. | |
| LLM-based Approaches for Automatic Ticket Assignment: A Real-world Italian Application | 1-gen-2023 | Arici, N.; Putelli, L.; Gerevini, A. E.; Sigalini, L.; Serina, I. | |
| Machine Learning Models for Predicting Short-Long Length of Stay of COVID-19 Patients | 1-gen-2022 | Olivato, Matteo; Rossetti, Nicholas; Gerevini, Alfonso E.; Chiari, Mattia; Putelli, Luca; Serina, Ivan |