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
Publications
201 results for Explainable AI
Shedding Light on Time Series Classification using Interpretability Gated Networks
- Yunshi Wen
- Tengfei Ma
- et al.
- 2025
- ICLR 2025
Conference paperExplain Yourself, Briefly! Self-Explaining Neural Networks with Concise Sufficient Reasons
- Shahaf Bassan
- Ron Eliav
- et al.
- 2025
- ICLR 2025
Conference paperDiscovering Group Structures via Unitary Representation Learning
- Ben Huh
- 2025
- ICLR 2025
Conference paperRationalization Models for Text-to-SQL
- 2025
- ICLR 2025
Workshop paperExtracting Electrolyte Design from Interpretable Data-Driven Methods
- 2025
- ACS Spring 2025
TalkNeural Reasoning Networks: Efficient interpretable neural networks with automatic textual explanations
- Steve Carrow
- Kyle Harper Erwin
- et al.
- 2025
- AAAI 2025
PosterEpistemic Bias as a Means for the Automated Detection of Injustices in Text
- Kenya Andrews
- Lamogha Chiazor
- 2025
- AAAI 2025
Workshop paperLeveraging Interpretability in the Transformer to Automate the Proactive Scaling of Cloud Resources
- Amadou Ba
- Pavithra Harsha
- et al.
- 2025
- AAAI 2025
Workshop paperBridging the Gap Between AI Planning and Reinforcement Learning
- Zlatan Ajanovi{\'c}
- Timo Gros
- et al.
- 2025
- AAAI 2025
Workshop