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

Exact Shapley Attributions in Quadratic-time for FANOVA Gaussian Processes AAAI 2026
RetouchAgent: Towards Interactive and Explainable Image Retouching with MLLM Agents AAAI 2026
Evaluation and LLM-Guided Learning of ICD Coding Rationales EACL 2026
Counterfactual eXplainable AI (XAI) Method for Deep Learning-Based Multivariate Time Series Classification AAAI 2026
Argumentative Debates for Transparent Bias Detection AAAI 2026
Physics-Informed Autonomous LLM Agents for Explainable Power Electronics Modulation Design AAAI 2026
ExDDV: A New Dataset for Explainable Deepfake Detection in Video WACV 2026
Distilling What and Why: Enhancing Driver Intention Prediction with MLLMs WACV 2026
RADAR: A Reasoning-Guided Attribution Framework for Explainable Visual Data Analysis EACL 2026
EPIC: Explanation of Pretrained Image Classification Networks via Prototypes AAAI 2026
KTCF: Actionable Recourse in Knowledge Tracing via Counterfactual Explanations for Education AAAI 2026
Breakable Machine: A K–12 Classroom Game for Transformative AI Literacy Through Spoofing and eXplainable AI (XAI) AAAI 2026
Explainable Oracle Bone Script Recognition via Multimodal Pictographic Reasoning AAAI 2026
On Trustworthy, Explainable, and Verifiable High-Level Autonomy via Hierarchical Planning AAAI 2026
Locally Explaining Prediction Behavior via Gradual Interventions and Measuring Property Gradients WACV 2026
ConsensusXAI: A Framework to Examine Class-wise Agreement in Medical Imaging WACV 2026
Digital Forensic AI You Can Explain: A Case Study on Video Source Camera Identification WACV 2026
SurgXBench: Explainable Vision-Language Model Benchmark for Surgery WACV 2026
ART: Adaptive Reasoning Trees for Explainable Claim Verification EACL 2026
Diagnosis of Dysarthria Severity and Explanation Generation Using XAI-Enhanced CLINIC-GENIE on Diadochokinetic Tasks EACL 2026
Knowledge-Enhanced Explainable Prompting for Vision-Language Models AAAI 2026
Explaining Tournament Solutions with Minimal Supports AAAI 2026
Beyond Patches: Mining Interpretable Part-Prototypes for Explainable AI AAAI 2026
Benchmarking XAI Explanations with Human-Aligned Evaluations AAAI 2026
Using Certifying Constraint Solvers for Generating Step-wise Explanations AAAI 2026