Steve Azzolin

According to our database, Steve Azzolin authored at least 7 papers between 2022 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Benchmarking XAI Explanations with Human-Aligned Evaluations.

Rémi Kazmierczak, Steve Azzolin, Eloïse Berthier, Anna Hedström, Patricia Delhomme, Nicolas Bousquet, Goran Frehse, Massimiliano Mancini, Baptiste Caramiaux, Andrea Passerini, Gianni Franchi

CoRR, 2024

Perks and Pitfalls of Faithfulness in Regular, Self-Explainable and Domain Invariant GNNs.

Steve Azzolin, Antonio Longa, Stefano Teso, Andrea Passerini

CoRR, 2024

2023

A Simple Latent Variable Model for Graph Learning and Inference.

Manfred Jaeger, Antonio Longa, Steve Azzolin, Oliver Schulte, Andrea Passerini

Proceedings of the Learning on Graphs Conference, 27-30 November 2023, Virtual Event., 2023

Global Explainability of GNNs via Logic Combination of Learned Concepts.

Steve Azzolin, Antonio Longa, Pietro Barbiero, Pietro Liò, Andrea Passerini

Proceedings of the Eleventh International Conference on Learning Representations, 2023

2022

Explaining the Explainers in Graph Neural Networks: a Comparative Study.

Antonio Longa, Steve Azzolin, Gabriele Santin, Giulia Cencetti, Pietro Liò, Bruno Lepri, Andrea Passerini

CoRR, 2022

Can Emotion Carriers Explain Automatic Sentiment Prediction? A Study on Personal Narratives.

Seyed Mahed Mousavi, Gabriel Roccabruna, Aniruddha Tammewar, Steve Azzolin, Giuseppe Riccardi

Proceedings of the 12th Workshop on Computational Approaches to Subjectivity, 2022

Multi-source Multi-domain Sentiment Analysis with BERT-based Models.

Gabriel Roccabruna, Steve Azzolin, Giuseppe Riccardi

Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022