Applying Self-interaction Attention for Extracting Drug-Drug Interactions. - Luca Putelli; Alfonso Gerevini; Alberto Lavelli; Ivan Serina (AI*IA, 2019)

The Impact of Self-Interaction Attention on the Extraction of Drug-Drug Interactions. - Luca Putelli; Alfonso Emilio Gerevini; Alberto Lavelli; Ivan Serina (CLiC-it, 2019)

Prognosis Prediction in Covid-19 Patients from Lab Tests and X-ray Data through Randomized Decision Trees. - Alfonso Emilio Gerevini; Roberto Maroldi; Matteo Olivato; Luca Putelli; Ivan Serina (KDH@ECAI, 2020)

Length of Stay Prediction for Northern Italy COVID-19 Patients Based on Lab Tests and X-Ray Data. - Mattia Chiari; Alfonso Emilio Gerevini; Roberto Maroldi; Matteo Olivato; Luca Putelli; Ivan Serina (ICPR Workshops (1), 2020)

Deep Learning for Classification of Radiology Reports with a Hierarchical Schema. - Luca Putelli; Alfonso Emilio Gerevini; Alberto Lavelli; Matteo Olivato; Ivan Serina (KES, 2020)

An Application of Recurrent Neural Networks for Estimating the Prognosis of COVID-19 Patients in Northern Italy. - Mattia Chiari; Alfonso Emilio Gerevini; Matteo Olivato; Luca Putelli; Nicholas Rossetti; Ivan Serina (AIME, 2021)

Attention-Based Explanation in a Deep Learning Model For Classifying Radiology Reports. - Luca Putelli; Alfonso Emilio Gerevini; Alberto Lavelli; Roberto Maroldi; Ivan Serina (AIME, 2021)

A BERT-Based Scoring System for Workplace Safety Courses in Italian. - Nicola Arici; Alfonso Emilio Gerevini; Luca Putelli; Ivan Serina; Luca Sigalini (AI*IA, 2022)

Graphical Identification of Gender Bias in BERT with a Weakly Supervised Approach. - Michele Dusi; Nicola Arici; Alfonso Emilio Gerevini; Luca Putelli; Ivan Serina (NL4AI@AI*IA, 2022)

On the Behaviour of BERT's Attention for the Classification of Medical Reports. - Luca Putelli; Alfonso Emilio Gerevini; Alberto Lavelli; Tahir Mehmood; Ivan Serina (XAI.it@AI*IA, 2022)

A Preliminary Study on BERT applied to Automated Planning. - Lorenzo Serina; Mattia Chiari; Alfonso Emilio Gerevini; Luca Putelli; Ivan Serina (IPS/RiCeRcA/SPIRIT@AI*IA, 2022)

Machine Learning Models for Predicting Short-Long Length of Stay of COVID-19 Patients. - Matteo Olivato; Nicholas Rossetti; Alfonso Emilio Gerevini; Mattia Chiari; Luca Putelli; Ivan Serina (KES, 2022)

Goal Recognition as a Deep Learning Task: the GRNet Approach. - Mattia Chiari; Alfonso Emilio Gerevini; Luca Putelli; Francesco Percassi; Ivan Serina (CoRR, 2022)

A Performance Comparison of Different Cloud-Based Natural Language Understanding Services for an Italian e-Learning Platform. - Matteo Zubani; Luca Sigalini; Ivan Serina; Luca Putelli; Alfonso Emilio Gerevini; Mattia Chiari (Future Internet, 2022)

Goal Recognition with Deep Learning and Embedded Representation of State Traces. - Mattia Chiari; Alfonso Emilio Gerevini; Luca Putelli; Ivan Serina (IPS-RCRA-SPIRIT@AI*IA, 2023)

Supervised Bias Detection in Transformers-based Language Models (Short paper). - Michele Dusi; Alfonso Emilio Gerevini; Luca Putelli; Ivan Serina (DC@AI*IA, 2023)

Goal Recognition as a Deep Learning Task: The GRNet Approach. - Mattia Chiari; Alfonso Emilio Gerevini; Francesco Percassi; Luca Putelli; Ivan Serina; Matteo Olivato (ICAPS, 2023)

Recurrent Neural Networks for Daily Estimation of COVID-19 Prognosis with Uncertainty Handling. - Nicholas Rossetti; Alfonso Emilio Gerevini; Matteo Olivato; Luca Putelli; Mattia Chiari; Ivan Serina; Davide Minisci; Emanuele Foca (KES, 2023)

LLM-based Approaches for Automatic Ticket Assignment: A Real-world Italian Application. - Nicola Arici; Luca Putelli; Alfonso Emilio Gerevini; Luca Sigalini; Ivan Serina (NL4AI@AI*IA, 2023)

Machine Learning Techniques for Prognosis Estimation and Knowledge Discovery From Lab Test Results With Application to the COVID-19 Emergency. - Alfonso Emilio Gerevini; Roberto Maroldi; Matteo Olivato; Luca Putelli; Ivan Serina (IEEE Access, 2023)

Real-World Implementation and Integration of an Automatic Scoring System for Workplace Safety Courses in Italian. - Nicola Arici; Alfonso Emilio Gerevini; Matteo Olivato; Luca Putelli; Luca Sigalini; Ivan Serina (Future Internet, 2023)

Maintenance of Plan Libraries for Case-Based Planning: Offline and Online Policies. - Alfonso Emilio Gerevini; Alessandro Saetti; Ivan Serina; Andrea Loreggia; Luca Putelli; Anna Roubícková (J. Artif. Intell. Res., 2023)

On the Use of Knowledge Transfer Techniques for Biomedical Named Entity Recognition. - Tahir Mehmood; Ivan Serina; Alberto Lavelli; Luca Putelli; Alfonso Gerevini (Future Internet, 2023)

Synonyms, Antonyms and Factual Knowledge in BERT Heads. - Lorenzo Serina; Luca Putelli; Alfonso Emilio Gerevini; Ivan Serina (Future Internet, 2023)

Integrating Classical Planners with GPT-Based Planning Policies. - Massimiliano Tummolo; Nicholas Rossetti; Alfonso Emilio Gerevini; Matteo Olivato; Luca Putelli; Ivan Serina (AI*IA, 2024)

Fast and Slow Goal Recognition. - Mattia Chiari; Alfonso Emilio Gerevini; Andrea Loreggia; Luca Putelli; Ivan Serina (AAMAS, 2024)

Learning General Policies for Planning through GPT Models. - Nicholas Rossetti; Massimiliano Tummolo; Alfonso Emilio Gerevini; Luca Putelli; Ivan Serina; Mattia Chiari; Matteo Olivato (ICAPS, 2024)

Enhancing GPT-Based Planning Policies by Model-Based Plan Validation. - Nicholas Rossetti; Massimiliano Tummolo; Alfonso Emilio Gerevini; Matteo Olivato; Luca Putelli; Ivan Serina (NeSy (2), 2024)

An Analysis on How Pre-Trained Language Models Learn Different Aspects. - Ejdis Gjinika; Nicola Arici; Luca Putelli; Alfonso Emilio Gerevini; Ivan Serina (XAI.it@AI*IA, 2024)

Discrimination Bias Detection Through Categorical Association in Pre-Trained Language Models. - Michele Dusi; Nicola Arici; Alfonso Emilio Gerevini; Luca Putelli; Ivan Serina (IEEE Access, 2024)

Language Models for Hierarchical Classification of Radiology Reports With Attention Mechanisms, BERT, and GPT-4. - Matteo Olivato; Luca Putelli; Nicola Arici; Alfonso Emilio Gerevini; Alberto Lavelli; Ivan Serina (IEEE Access, 2024)

Towards Efficient Online Goal Recognition through Deep Learning. - Lorenzo Serina; Mattia Chiari; Alfonso Emilio Gerevini; Luca Putelli; Ivan Serina (AAMAS, 2025)