Foundations of Interpretable Deep Learning
- Pietro Barbiero
- Mateo Espinosa Zarlenga
- 2026
- AAAI 2026
Publications
69 results for AI Transparency
SOFAI-LM: A Cognitive Architecture for Building Efficient and Reliable Reasoning Systems with LLMs
- Vedant Khandelwal
- Francesca Rossi
- et al.
- 2026
- AAAI 2026
Guard-railing Geospatial Foundation Models
- 2025
- AGU 2025
Deferring Concept Bottleneck Models: Learning to Defer Interventions to Inaccurate Experts
- Andrea Pugnana
- Riccardo Massidda
- et al.
- 2025
- NeurIPS 2025
Causally Reliable Concept Bottleneck Models
- Giovanni De Felice
- Arianna Casanova Flores
- et al.
- 2025
- NeurIPS 2025
Generalized Embedding Models for Industry 4.0 Applications
- Christodoulos Constantinides
- Shuxin Lin
- et al.
- 2025
- EMNLP 2025
Synthetic Data for Evaluation: Supporting LLM-as-a-Judge Workflows with EvalAssist
- 2025
- EMNLP 2025
Highlight All the Phrases: Enhancing LLM Transparency through Visual Factuality Indicators
- Hyo Jin Do
- Rachel Ostrand
- et al.
- 2025
- AIES 2025
Phrase-grounded Fact-checking for Automatically Generated Chest X-ray Reports
- Razi Mahmood
- Diego Machado Reyes
- et al.
- 2025
- MICCAI 2025
A Representation-Level Assessment of Bias Mitigation in Foundation Models
- Svetoslav Nizhnichenkov
- Rahul Nair
- et al.
- 2025
- ECML PKDD 2025