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1
2024
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Alfonso Emilio Gerevini
Cataldo Musto
Caterina Giannetti
Dae-Hyun Yoo
Ejdis Gjinika
Erasmo Purificato
Ernesto William De Luca
Gennaro Vessio
Gianluca Zaza
Giovanna Castellano
Giovanni Semeraro
Herbert Wiklicky
Het Darshan Mehta
Ivan Serina
Leonardo Dal Ronco
Luca Putelli
Marco Levantesi
Marco Polignano
Maria Grazia Miccoli
Mattia Setzu
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1
2024
23rd
26-27
5th
abstract
accountability
ai
analysis
approximation
art
artificial
aspects
association
battery
bias
explainability
language
models
systems
via
XAI.it@AI*IA (xaiit)
Editions
Publications
Viewing Publication 1 - 8 from 8
2024
Using LLMs to explain AI-generated art classification via Grad-CAM heatmaps
Giovanna Castellano
,
Maria Grazia Miccoli
,
Raffaele Scaringi
,
Gennaro Vessio
,
Gianluca Zaza
.
xaiit 2024
:
65-74
[doi]
A Comprehensive Strategy to Bias and Mitigation in Human Resource Decision Systems
Silvia D'Amicantonio
,
Mishal Kizhakkam Kulangara
,
Het Darshan Mehta
,
Shalini Pal
,
Marco Levantesi
,
Marco Polignano
,
Erasmo Purificato
,
Ernesto William De Luca
.
xaiit 2024
:
11-27
[doi]
An Analysis on How Pre-Trained Language Models Learn Different Aspects
Ejdis Gjinika
,
Nicola Arici
,
Luca Putelli
,
Alfonso Emilio Gerevini
,
Ivan Serina
.
xaiit 2024
:
28-41
[doi]
XAI.it 2024: An Overview on the Future of AI in the Era of Large Language Models
Marco Polignano
,
Cataldo Musto
,
Roberto Pellungrini
,
Erasmo Purificato
,
Giovanni Semeraro
,
Mattia Setzu
.
xaiit 2024
:
1-10
[doi]
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
Marco Polignano
,
Cataldo Musto
,
Roberto Pellungrini
,
Erasmo Purificato
,
Giovanni Semeraro
,
Mattia Setzu
, editors,
Volume 3839 of
CEUR Workshop Proceedings
, CEUR-WS.org,
2024.
[doi]
ExplainBattery: Enhancing Battery Capacity Estimation with an Efficient LSTM Model and Explainability Features
Leonardo Dal Ronco
,
Erasmo Purificato
.
xaiit 2024
:
50-64
[doi]
Ethical AI Systems and Shared Accountability: The Role of Economic Incentives in Fairness and Explainability
Dae-Hyun Yoo
,
Caterina Giannetti
.
xaiit 2024
:
42-49
[doi]
Probabilistic Abstract Interpretation on Neural Networks via Grids Approximation
Zhuofan Zhang
,
Herbert Wiklicky
.
xaiit 2024
:
75-89
[doi]
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