explainable ai

MentalGLM Series: Explainable Large Language Models for Mental Health Analysis on Chinese Social Media EMNLP 2025 MoMoE: Mixture of Moderation Experts Framework for AI-Assisted Online Governance EMNLP 2025 Most General Explanations of Tree Ensembles IJCAI 2025 Multilingual NLP for African Healthcare: Bias, Translation, and Explainability Challenges ACL 2025 MVP-CBM: Multi-layer Visual Preference-enhanced Concept Bottleneck Model for Explainable Medical Image Classification IJCAI 2025 Natural Language Counterfactual Explanations in Financial Text Classification: A Comparison of Generators and Evaluation Metrics ACL 2025 Neuro-Symbolic Artificial Intelligence: A Task-Directed Survey in the Black-Box Models Era IJCAI 2025 NOMATTERXAI: Generating “No Matter What” Alterfactual Examples for Explaining Black-Box Text Classification Models AAAI 2025 o-MEGA: Optimized Methods for Explanation Generation and Analysis EMNLP 2025 PathFinder: A Multi-Modal Multi-Agent System for Medical Diagnostic Decision-Making Applied to Histopathology ICCV 2025 Position: Explainable AI Cannot Advance Without Better User Studies ICML 2025 Probabilistic Explanations for Linear Models AAAI 2025 PropXplain: Can LLMs Enable Explainable Propaganda Detection? EMNLP 2025 REPEAT: Improving Uncertainty Estimation in Representation Learning Explainability AAAI 2025 Residualized Similarity for Faithfully Explainable Authorship Verification EMNLP 2025 Retrieve to Explain: Evidence-driven Predictions for Explainable Drug Target Identification ACL 2025 RobustX: Robust Counterfactual Explanations Made Easy IJCAI 2025 Rule-Guided Graph Neural Networks for Explainable Knowledge Graph Reasoning AAAI 2025 ScamNet: Toward Explainable Large Language Model-Based Fraudulent Shopping Website Detection AAAI 2025 Show and Tell: Visually Explainable Deep Neural Nets via Spatially-Aware Concept Bottleneck Models CVPR 2025 SURF: A System to Unveil Explainable Risk Relations between Firms NAACL 2025 The Unheard Alternative: Contrastive Explanations for Speech-to-Text Models EMNLP 2025 Towards Explainable Hate Speech Detection ACL 2025 Towards Explainable Temporal Reasoning in Large Language Models: A Structure-Aware Generative Framework ACL 2025 Towards Multi-Perspective NLP Systems: A Thesis Proposal ACL 2025