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XAI.it@AI*IA 2024: Bolzano/Bozen, Italy

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Marco Polignano, Cataldo Musto, Roberto Pellungrini, Erasmo Purificato, Giovanni Semeraro, Mattia Setzu:
Proceedings of the 5th Italian Workshop on Explainable Artificial Intelligence, co-located with the 23rd International Conference of the Italian Association for Artificial Intelligence, Bolzano, Italy, November 26-27, 2024. CEUR Workshop Proceedings 3839, CEUR-WS.org 2024

Organizers Overview

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Marco Polignano, Cataldo Musto, Roberto Pellungrini, Erasmo Purificato, Giovanni Semeraro, Mattia Setzu:
XAI.it 2024: An Overview on the Future of AI in the Era of Large Language Models. 1-10

Oral Presentations

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Silvia D'Amicantonio, Mishal Kizhakkam Kulangara, Het Darshan Mehta, Shalini Pal, Marco Levantesi, Marco Polignano, Erasmo Purificato, Ernesto William De Luca:
A Comprehensive Strategy to Bias and Mitigation in Human Resource Decision Systems. 11-27
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Ejdis Gjinika, Nicola Arici, Luca Putelli, Alfonso Emilio Gerevini, Ivan Serina:
An Analysis on How Pre-Trained Language Models Learn Different Aspects. 28-41
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  - conf/xaiit/YooG24
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Dae-Hyun Yoo, Caterina Giannetti:
Ethical AI Systems and Shared Accountability: The Role of Economic Incentives in Fairness and Explainability. 42-49
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Leonardo Dal Ronco, Erasmo Purificato:
ExplainBattery: Enhancing Battery Capacity Estimation with an Efficient LSTM Model and Explainability Features. 50-64
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Giovanna Castellano, Maria Grazia Miccoli, Raffaele Scaringi, Gennaro Vessio, Gianluca Zaza:
Using LLMs to explain AI-generated art classification via Grad-CAM heatmaps. 65-74
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Zhuofan Zhang, Herbert Wiklicky:
Probabilistic Abstract Interpretation on Neural Networks via Grids Approximation. 75-89

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