Publications

194 results for Explainable AI

How well can a large language model explain business processes as perceived by users?
- - Dirk Fahland
  - Fabiana Fournier
  - et al.
- 2025
- DKE
Paper
Comprehensive Layer-Wise Analysis of SSL Models for Audio Deepfake Detection
- - Yassine Elkheir
  - Younes Samih
  - et al.
- 2025
- NAACL 2025
Paper
Workshop on Neuro-Symbolic Software Engineering
- - Christian Medeiros Adriano
  - Sona Ghahremani
  - et al.
- 2025
- ICSE 2025
Workshop
New Frontiers of Human-centered Explainable AI (HCXAI): Participatory Civic AI, Benchmarking LLMs and Hallucinations for XAI, and Responsible AI Audits
- - Upol Ehsan
  - Elizabeth Watkins
  - et al.
- 2025
- CHI 2025
Workshop
Discovering Group Structures via Unitary Representation Learning
- - Ben Huh
- 2025
- ICLR 2025
Conference paper
Explain Yourself, Briefly! Self-Explaining Neural Networks with Concise Sufficient Reasons
- - Shahaf Bassan
  - Ron Eliav
  - et al.
- 2025
- ICLR 2025
Conference paper
Shedding Light on Time Series Classification using Interpretability Gated Networks
- - Yunshi Wen
  - Tengfei Ma
  - et al.
- 2025
- ICLR 2025
Conference paper
Rationalization Models for Text-to-SQL
- - Gaetano Rossiello
  - Nhan Pham
  - et al.
- 2025
- ICLR 2025
Workshop paper
Extracting Electrolyte Design from Interpretable Data-Driven Methods
- - Vidushi Sharma
  - Maxwell Giammona
  - et al.
- 2025
- ACS Spring 2025
Talk
Neural Reasoning Networks: Efficient interpretable neural networks with automatic textual explanations
- - Steve Carrow
  - Kyle Harper Erwin
  - et al.
- 2025
- AAAI 2025
Poster