explainable ai

FakeShield: Explainable Image Forgery Detection and Localization via Multi-modal Large Language Models ICLR 2025 FarExStance: Explainable Stance Detection for Farsi COLING 2025 FedXDS: Leveraging Model Attribution Methods to counteract Data Heterogeneity in Federated Learning ICCV 2025 F-Fidelity: A Robust Framework for Faithfulness Evaluation of Explainable AI ICLR 2025 Fish-Vista: A Multi-Purpose Dataset for Understanding & Identification of Traits from Images CVPR 2025 From Regulation to Interaction: Expert Views on Aligning Explainable AI with the EU AI Act EMNLP 2025 GEMeX: A Large-Scale, Groundable, and Explainable Medical VQA Benchmark for Chest X-ray Diagnosis ICCV 2025 Generating Counterfactual Explanations Under Temporal Constraints AAAI 2025 Generating Likely Counterfactuals Using Sum-Product Networks ICLR 2025 GraphNarrator: Generating Textual Explanations for Graph Neural Networks ACL 2025 Guardians of Trust: Risks and Opportunities for LLMs in Mental Health ACL 2025 HEIE: MLLM-Based Hierarchical Explainable AIGC Image Implausibility Evaluator CVPR 2025 Human–Agent Teaming for Higher-Order Thinking Augmentation IJCNLP 2025 ICM-Assistant: Instruction-tuning Multimodal Large Language Models for Rule-based Explainable Image Content Moderation AAAI 2025 Identifying Drivers of Predictive Aleatoric Uncertainty IJCAI 2025 iLLuMinaTE: An LLM-XAI Framework Leveraging Social Science Explanation Theories Towards Actionable Student Performance Feedback AAAI 2025 Large-Scale School Mapping Using Weakly Supervised Deep Learning for Universal School Connectivity AAAI 2025 Lessons Learned in Assessing Student Reflections with LLMs ACL 2025 LogicAD: Explainable Anomaly Detection via VLM-based Text Feature Extraction AAAI 2025 Making Transparency Advocates: An Educational Approach Towards Better Algorithmic Transparency in Practice AAAI 2025 MarathiEmoExplain: A Dataset for Sentiment, Emotion, and Explanation in Low-Resource Marathi EMNLP 2025 MatchXplain: Analyzing Preferences, Explaining Outcomes, and Simplifying Decisions IJCAI 2025 Measuring Cross-Modal Interactions in Multimodal Models AAAI 2025 MEDDxAgent: A Unified Modular Agent Framework for Explainable Automatic Differential Diagnosis ACL 2025 MemeIntel: Explainable Detection of Propagandistic and Hateful Memes EMNLP 2025