conftrace_

explainable ai

480 papers

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Co-occurring keywords

feature attribution (280) explainable artificial intelligence (130) large language model (13587) model interpretability (519) text classification (6793) counterfactual explanation (139) neural network (6616) shapley value (206) graph neural network (3962) saliency map (125)

Papers

GenEx: A Commonsense-aware Unified Generative Framework for Explainable Cyberbullying Detection EMNLP 2023
Targeted Knowledge Infusion To Make Conversational AI Explainable and Safe AAAI 2023
EVAL: Explainable Video Anomaly Localization CVPR 2023
X-Pruner: eXplainable Pruning for Vision Transformers CVPR 2023
Towards Better Visualizing the Decision Basis of Networks via Unfold and Conquer Attribution Guidance AAAI 2023
Unlocking Feature Visualization for Deep Network with MAgnitude Constrained Optimization NIPS 2023
A Logic-based Approach to Contrastive Explainability for Neurosymbolic Visual Question Answering IJCAI 2023
Learning How to MIMIC: Using Model Explanations To Guide Deep Learning Training WACV 2023
Information Maximization Perspective of Orthogonal Matching Pursuit with Applications to Explainable AI NIPS 2023
The Utility of “Even if” Semifactual Explanation to Optimise Positive Outcomes NIPS 2023
Learning to Receive Help: Intervention-Aware Concept Embedding Models NIPS 2023
On the explainable properties of 1-Lipschitz Neural Networks: An Optimal Transport Perspective NIPS 2023
Interpretable Prototype-based Graph Information Bottleneck NIPS 2023
Accountability Layers: Explaining Complex System Failures by Parts AAAI 2023
Local Explanations for Reinforcement Learning AAAI 2023
HARE: Explainable Hate Speech Detection with Step-by-Step Reasoning EMNLP 2023
Explaining Answer-Set Programs with Abstract Constraint Atoms IJCAI 2023
A Causal Framework for Decomposing Spurious Variations NIPS 2023
Advancing Post-Hoc Case-Based Explanation with Feature Highlighting IJCAI 2023
XRand: Differentially Private Defense against Explanation-Guided Attacks AAAI 2023
ReLiNet: Stable and Explainable Multistep Prediction with Recurrent Linear Parameter Varying Networks IJCAI 2023
REFLECT: Summarizing Robot Experiences for Failure Explanation and Correction CORL 2023
AnoViz: A Visual Inspection Tool of Anomalies in Multivariate Time Series AAAI 2023
Interactive and Explainable Region-Guided Radiology Report Generation CVPR 2023
Discriminative Feature Attributions: Bridging Post Hoc Explainability and Inherent Interpretability NIPS 2023