explainable ai

XAI-Attack: Utilizing Explainable AI to Find Incorrectly Learned Patterns for Black-Box Adversarial Example Creation COLING 2024 XAI for Better Exploitation of Text in Medical Decision Support ACL 2024 XAI-Lyricist: Improving the Singability of AI-Generated Lyrics with Prosody Explanations IJCAI 2024 XANE: eXplainable Acoustic Neural Embeddings Interspeech 2024 XGA-Osteo: Towards XAI-Enabled Knee Osteoarthritis Diagnosis with Adversarial Learning IJCAI 2024 xMIL: Insightful Explanations for Multiple Instance Learning in Histopathology NeurIPS 2024 A Causal Framework for Decomposing Spurious Variations NeurIPS 2023 Accountability Layers: Explaining Complex System Failures by Parts AAAI 2023 Advancing Post-Hoc Case-Based Explanation with Feature Highlighting IJCAI 2023 A Logic-based Approach to Contrastive Explainability for Neurosymbolic Visual Question Answering IJCAI 2023 Analyzing Vision Transformers for Image Classification in Class Embedding Space NeurIPS 2023 AnoViz: A Visual Inspection Tool of Anomalies in Multivariate Time Series AAAI 2023 “Are Your Explanations Reliable?” Investigating the Stability of LIME in Explaining Text Classifiers by Marrying XAI and Adversarial Attack EMNLP 2023 A Unifying Framework to the Analysis of Interaction Methods using Synergy Functions ICML 2023 Benchmarking eXplainable AI - A Survey on Available Toolkits and Open Challenges IJCAI 2023 But Are You Sure? An Uncertainty-Aware Perspective on Explainable AI AISTATS 2023 COCKATIEL: COntinuous Concept ranKed ATtribution with Interpretable ELements for explaining neural net classifiers on NLP ACL 2023 Complex-valued neural networks for voice anti-spoofing Interspeech 2023 Computing Abductive Explanations for Boosted Trees AISTATS 2023 DCU at SemEval-2023 Task 10: A Comparative Analysis of Encoder-only and Decoder-only Language Models with Insights into Interpretability SemEval 2023 Discriminative Feature Attributions: Bridging Post Hoc Explainability and Inherent Interpretability NeurIPS 2023 DRGCoder: Explainable Clinical Coding for the Early Prediction of Diagnostic-Related Groups EMNLP 2023 Eliminating the Impossible, Whatever Remains Must Be True: On Extracting and Applying Background Knowledge in the Context of Formal Explanations AAAI 2023 Enhancing Grammatical Error Correction Systems with Explanations ACL 2023 EVAL: Explainable Video Anomaly Localization CVPR 2023