Christopher Burger

According to our database, Christopher Burger authored at least 7 papers between 2023 and 2025.

Collaborative distances:

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

2025

Towards Robust and Accurate Stability Estimation of Local Surrogate Models in Text-based Explainable AI.

Christopher Burger, Charles Walter, Thai Le, Lingwei Chen

CoRR, January, 2025

Improving Robustness Estimates in Natural Language Explainable AI though Synonymity Weighted Similarity Measures.

Christopher Burger

CoRR, January, 2025

Improving Stability Estimates in Adversarial Explainable AI through Alternate Search Methods.

Christopher Burger, Charles Walter

Proceedings of the 58th Hawaii International Conference on System Sciences, 2025

2024

Beyond Individual Facts: Investigating Categorical Knowledge Locality of Taxonomy and Meronomy Concepts in GPT Models.

Christopher Burger, Yifan Hu, Thai Le

CoRR, 2024

The Effect of Similarity Measures on Accurate Stability Estimates for Local Surrogate Models in Text-based Explainable AI.

Christopher Burger, Charles Walter, Thai Le

CoRR, 2024

2023

Are Your Explanations Reliable? Investigating the Stability of LIME in Explaining Textual Classification Models via Adversarial Perturbation.

Christopher Burger, Lingwei Chen, Thai Le

CoRR, 2023

"Are Your Explanations Reliable?" Investigating the Stability of LIME in Explaining Text Classifiers by Marrying XAI and Adversarial Attack.

Christopher Burger, Lingwei Chen, Thai Le

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023