Christopher Burger

Publication Activity (10 Years)

Years Active: 2023-2024
Publications (10 Years): 4

Top Topics

Decision Tree Algorithm

Software Quality Classification

Unlabeled Documents

Text Classifiers

Top Venues

Publications

Christopher Burger, Yifan Hu, Thai Le
Beyond Individual Facts: Investigating Categorical Knowledge Locality of Taxonomy and Meronomy Concepts in GPT Models. CoRR (2024)
Christopher Burger, Charles Walter, Thai Le
The Effect of Similarity Measures on Accurate Stability Estimates for Local Surrogate Models in Text-based Explainable AI. CoRR (2024)
Christopher Burger, Lingwei Chen, Thai Le
Are Your Explanations Reliable? Investigating the Stability of LIME in Explaining Textual Classification Models via Adversarial Perturbation. CoRR (2023)
Christopher Burger, Lingwei Chen, Thai Le
"Are Your Explanations Reliable?" Investigating the Stability of LIME in Explaining Text Classifiers by Marrying XAI and Adversarial Attack. EMNLP (2023)