explainable ai

Interpretable Object Recognition by Semantic Prototype Analysis WACV 2024 KorSmishing Explainer: A Korean-centric LLM-based Framework for Smishing Detection and Explanation Generation EMNLP 2024 LangXAI: Integrating Large Vision Models for Generating Textual Explanations to Enhance Explainability in Visual Perception Tasks IJCAI 2024 Latent Concept-based Explanation of NLP Models EMNLP 2024 Learning Intrinsic Dimension via Information Bottleneck for Explainable Aspect-based Sentiment Analysis COLING 2024 LG-CAV: Train Any Concept Activation Vector with Language Guidance NeurIPS 2024 Linguistically Communicating Uncertainty in Patient-Facing Risk Prediction Models EACL 2024 LLMCheckup: Conversational Examination of Large Language Models via Interpretability Tools and Self-Explanations NAACL 2024 Logic Rules as Explanations for Legal Case Retrieval COLING 2024 Looping in the Human: Collaborative and Explainable Bayesian Optimization AISTATS 2024 Model Checking Causality IJCAI 2024 Navigating the Maze of Explainable AI: A Systematic Approach to Evaluating Methods and Metrics NeurIPS 2024 Occlusion Sensitivity Analysis With Augmentation Subspace Perturbation in Deep Feature Space WACV 2024 On the Computation of Example-Based Abductive Explanations for Random Forests IJCAI 2024 On the Interpretability of Deep Learning Models for Collaborative Argumentation Analysis in Classrooms ACL 2024 On the Use of Plausible Arguments in Explainable Conversational AI Interspeech 2024 Phoneme Discretized Saliency Maps for Explainable Detection of AI-Generated Voice Interspeech 2024 Pointwise-in-time diagnostics for reinforcement learning during training and runtime L4DC 2024 ProtoPFormer: Concentrating on Prototypical Parts in Vision Transformers for Interpretable Image Recognition IJCAI 2024 Prototype Learning for Explainable Brain Age Prediction WACV 2024 PyXAI: An XAI Library for Tree-Based Models IJCAI 2024 Relevant Irrelevance: Generating Alterfactual Explanations for Image Classifiers IJCAI 2024 Respect the model: Fine-grained and Robust Explanation with Sharing Ratio Decomposition ICLR 2024 Rethinking Machine Ethics – Can LLMs Perform Moral Reasoning through the Lens of Moral Theories? NAACL 2024 Revealing Personality Traits: A New Benchmark Dataset for Explainable Personality Recognition on Dialogues EMNLP 2024