Luca Putelli

Orcid: 0009-0008-5055-6812

According to our database1, Luca Putelli authored at least 25 papers between 2019 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Fast and Slow Goal Recognition.
Proceedings of the 23rd International Conference on Autonomous Agents and Multiagent Systems, 2024

2023
Synonyms, Antonyms and Factual Knowledge in BERT Heads.
Future Internet, July, 2023

On the Use of Knowledge Transfer Techniques for Biomedical Named Entity Recognition.
Future Internet, February, 2023

Maintenance of Plan Libraries for Case-Based Planning: Offline and Online Policies.
J. Artif. Intell. Res., 2023

Real-World Implementation and Integration of an Automatic Scoring System for Workplace Safety Courses in Italian.
Future Internet, 2023

Machine Learning Techniques for Prognosis Estimation and Knowledge Discovery From Lab Test Results With Application to the COVID-19 Emergency.
IEEE Access, 2023

LLM-based Approaches for Automatic Ticket Assignment: A Real-world Italian Application.
Proceedings of the Seventh Workshop on Natural Language for Artificial Intelligence (NL4AI 2023) co-located with 22th International Conference of the Italian Association for Artificial Intelligence (AIxIA 2023), 2023

Recurrent Neural Networks for Daily Estimation of COVID-19 Prognosis with Uncertainty Handling.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 27th International Conference KES-2023, 2023

Goal Recognition as a Deep Learning Task: The GRNet Approach.
Proceedings of the Thirty-Third International Conference on Automated Planning and Scheduling, 2023

Supervised Bias Detection in Transformers-based Language Models (Short paper).
Proceedings of the AIxIA Doctoral Consortium 2023 co-located with the 22nd International Conference of the Italian Association for Artificial Intelligence (AIxIA 2023), 2023

Goal Recognition with Deep Learning and Embedded Representation of State Traces.
Proceedings of the the Italian Workshop on Planning and Scheduling, 2023

2022
A Performance Comparison of Different Cloud-Based Natural Language Understanding Services for an Italian e-Learning Platform.
Future Internet, 2022

Goal Recognition as a Deep Learning Task: the GRNet Approach.
CoRR, 2022

Machine Learning Models for Predicting Short-Long Length of Stay of COVID-19 Patients.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 26th International Conference KES-2022, 2022

A Preliminary Study on BERT applied to Automated Planning.
Proceedings of the 10th Italian workshop on Planning and Scheduling (IPS 2022), RCRA Incontri E Confronti (RiCeRcA 2022), and the workshop on Strategies, Prediction, Interaction, and Reasoning in Italy (SPIRIT 2022) co-located with 21st International Conference of the Italian Association for Artificial Intelligence (AIxIA 2022), November 28, 2022

On the Behaviour of BERT's Attention for the Classification of Medical Reports.
Proceedings of the 3rd Italian Workshop on Explainable Artificial Intelligence co-located with 21th International Conference of the Italian Association for Artificial Intelligence(AIxIA 2022), Udine, Italy, November 28, 2022

Graphical Identification of Gender Bias in BERT with a Weakly Supervised Approach.
Proceedings of the Sixth Workshop on Natural Language for Artificial Intelligence (NL4AI 2022) co-located with 21th International Conference of the Italian Association for Artificial Intelligence (AI*IA 2022), 2022

A BERT-Based Scoring System for Workplace Safety Courses in Italian.
Proceedings of the AIxIA 2022 - Advances in Artificial Intelligence, 2022

2021
Attention-Based Explanation in a Deep Learning Model For Classifying Radiology Reports.
Proceedings of the Artificial Intelligence in Medicine, 2021

An Application of Recurrent Neural Networks for Estimating the Prognosis of COVID-19 Patients in Northern Italy.
Proceedings of the Artificial Intelligence in Medicine, 2021

2020
Deep Learning for Classification of Radiology Reports with a Hierarchical Schema.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 24th International Conference KES-2020, 2020

Length of Stay Prediction for Northern Italy COVID-19 Patients Based on Lab Tests and X-Ray Data.
Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020

Prognosis Prediction in Covid-19 Patients from Lab Tests and X-ray Data through Randomized Decision Trees.
Proceedings of the 5th International Workshop on Knowledge Discovery in Healthcare Data co-located with 24th European Conference on Artificial Intelligence, 2020

2019
The Impact of Self-Interaction Attention on the Extraction of Drug-Drug Interactions.
Proceedings of the Sixth Italian Conference on Computational Linguistics, 2019

Applying Self-interaction Attention for Extracting Drug-Drug Interactions.
Proceedings of the AI*IA 2019 - Advances in Artificial Intelligence, 2019


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