explainable artificial intelligence

Conceptualisation and Implementation of Human-centric Privacy Preserving Framework for Explainable AI AAAI 2026 Enhancing Chemical Explainability Through Counterfactual Masking AAAI 2026 S³-MSD: Large Vision-Language Model for Explainable and Generalizable Multi-modal Sarcasm Detection AAAI 2026 AERA Chat: An Interactive Platform for Automated Explainable Student Answer Assessment EMNLP 2025 Causal Explanation of Quality of Parent-Child Interactions with Multimodal Behavioral Features (Student Abstract) AAAI 2025 CohEx: A Generalized Framework for Cohort Explanation AAAI 2025 Conditional Feature Importance with Generative Modeling Using Adversarial Random Forests AAAI 2025 Discrete Subgraph Sampling for Interpretable Graph based Visual Question Answering COLING 2025 Domaino1s: Guiding LLM Reasoning for Explainable Answers in High-Stakes Domains ACL 2025 Efficient and Rigorous Model-Agnostic Explanations IJCAI 2025 Evaluate with the Inverse: Efficient Approximation of Latent Explanation Quality Distribution AAAI 2025 Exact Computation of Any-Order Shapley Interactions for Graph Neural Networks ICLR 2025 Explainability Through Human-Centric Design for XAI in Lung Cancer Detection IJCAI 2025 Explainable Automatic Fact-Checking for Journalists Augmentation in the Wild IJCAI 2025 Explainable Graph Representation Learning via Graph Pattern Analysis IJCAI 2025 Explainable Hallucination through Natural Language Inference Mapping ACL 2025 Explaining Decisions of Agents in Mixed-Motive Games AAAI 2025 Extended LSTMs for Knowledge Tracing: Peeking Inside the Black Box (Student Abstract) AAAI 2025 FitCF: A Framework for Automatic Feature Importance-guided Counterfactual Example Generation ACL 2025 Generating Counterfactual Explanations Under Temporal Constraints AAAI 2025 Generating Visual Explanations from Deep Networks using Implicit Neural Representations WACV 2025 GT-NLP at SemEval-2025 Task 11: EmoRationale, Evidence-Based Emotion Detection via Retrieval-Augmented Generation SemEval 2025 HateBRXplain: A Benchmark Dataset with Human-Annotated Rationales for Explainable Hate Speech Detection in Brazilian Portuguese COLING 2025 HEIE: MLLM-Based Hierarchical Explainable AIGC Image Implausibility Evaluator CVPR 2025 Measuring Cross-Modal Interactions in Multimodal Models AAAI 2025