Burger, Christopher. In Preparation. “Improving Robustness Estimates in Natural Language Explainable AI Though Synonymity Weighted Similarity Measures.”
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Working Papers
Publications
In Preparation
Burger, Christopher, Yifan Hu, and Thai Le. In Preparation. “Beyond Individual Facts: Investigating Categorical Knowledge Locality of Taxonomy and Meronomy Concepts in GPT Models.”
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Working Papers
Burger, Christopher, Charles Walter, Thai Le, and Lingwei Chen. In Preparation. “Towards Robust and Accurate Stability Estimation of Local Surrogate Models in Text-Based Explainable AI.”
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Working Papers
Burger, Christopher, Charles Walter, and Thai Le. In Preparation. “The Effect of Similarity Measures on Accurate Stability Estimates for Local Surrogate Models in Text-Based Explainable AI.”
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Working Papers
2025
Burger, Christopher, and Charles Walter. 2025. “Improving Stability Estimates in Adversarial Explainable AI through Alternate Search Methods”. Proceedings of the 58th Hawaii International Conference on System Sciences.
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Working Papers
2023
Burger, Christopher, Lingwei Chen, and Thai Le. 2023. “Are Your Explanations Reliable? Investigating the Stability of LIME in Explaining Text Classifiers by Marrying XAI and Adversarial Attack”. Empirical Methods in Natural Language Processing.
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Working Papers