explainable artificial intelligence

Towards Explainable Computerized Adaptive Testing with Large Language Model EMNLP 2024 XGA-Osteo: Towards XAI-Enabled Knee Osteoarthritis Diagnosis with Adversarial Learning IJCAI 2024 M^4: A Unified XAI Benchmark for Faithfulness Evaluation of Feature Attribution Methods across Metrics, Modalities and Models NeurIPS 2023 An Additive Instance-Wise Approach to Multi-class Model Interpretation ICLR 2023 Backtracking Counterfactuals CLeaR 2023 Eliminating the Impossible, Whatever Remains Must Be True: On Extracting and Applying Background Knowledge in the Context of Formal Explanations AAAI 2023 FunnyBirds: A Synthetic Vision Dataset for a Part-Based Analysis of Explainable AI Methods ICCV 2023 Good Explanations in Explainable Artificial Intelligence (XAI): Evidence from Human Explanatory Reasoning IJCAI 2023 Latent Inspector: An Interactive Tool for Probing Neural Network Behaviors Through Arbitrary Latent Activation IJCAI 2023 LICO: Explainable Models with Language-Image COnsistency NeurIPS 2023 Local Explanations for Reinforcement Learning AAAI 2023 Peeking inside the black box: A Commonsense-aware Generative Framework for Explainable Complaint Detection ACL 2023 PoliToHFI at SemEval-2023 Task 6: Leveraging Entity-Aware and Hierarchical Transformers For Legal Entity Recognition and Court Judgment Prediction SemEval 2023 ProtoShotXAI: Using Prototypical Few-Shot Architecture for Explainable AI JMLR 2023 SketchXAI: A First Look at Explainability for Human Sketches CVPR 2023 SolderNet: Towards Trustworthy Visual Inspection of Solder Joints in Electronics Manufacturing Using Explainable Artificial Intelligence AAAI 2023 Spatial-Temporal Concept Based Explanation of 3D ConvNets CVPR 2023 Theoretical Behavior of XAI Methods in the Presence of Suppressor Variables ICML 2023 Towards Interpretable Deep Reinforcement Learning with Human-Friendly Prototypes ICLR 2023 Unisa at SemEval-2023 Task 3: A SHAP-based method for Propaganda Detection SemEval 2023 Unsupervised argument reframing with a counterfactual-based approach EMNLP 2023 WBCAtt: A White Blood Cell Dataset Annotated with Detailed Morphological Attributes NeurIPS 2023 Xaitk-Saliency: An Open Source Explainable AI Toolkit for Saliency AAAI 2023 A Coarse-to-fine Cascaded Evidence-Distillation Neural Network for Explainable Fake News Detection COLING 2022 Algorithmic Concept-Based Explainable Reasoning AAAI 2022