explainable ai

CoXQL: A Dataset for Parsing Explanation Requests in Conversational XAI Systems EMNLP 2024 Defining and extracting generalizable interaction primitives from DNNs ICLR 2024 Delivering Inflated Explanations AAAI 2024 Denoising Diffusion Path: Attribution Noise Reduction with An Auxiliary Diffusion Model NeurIPS 2024 Designs for Enabling Collaboration in Human-Machine Teaming via Interactive and Explainable Systems NeurIPS 2024 Dissenting Explanations: Leveraging Disagreement to Reduce Model Overreliance AAAI 2024 Driving Through the Concept Gridlock: Unraveling Explainability Bottlenecks in Automated Driving WACV 2024 E-GPS: Explainable Geometry Problem Solving via Top-Down Solver and Bottom-Up Generator CVPR 2024 Enhance Sketch Recognition’s Explainability via Semantic Component-Level Parsing AAAI 2024 Explainability and Hate Speech: Structured Explanations Make Social Media Moderators Faster ACL 2024 Explainable AI in Language Learning: Linking Empirical Evidence and Theoretical Concepts in Proficiency and Readability Modeling of Portuguese NAACL 2024 Explainable by-design Audio Segmentation through Non-Negative Matrix Factorization and Probing Interspeech 2024 Explainable Depression Detection Using Large Language Models on Social Media Data EACL 2024 Explaining Reinforcement Learning Agents through Counterfactual Action Outcomes AAAI 2024 Explaining Speech Classification Models via Word-Level Audio Segments and Paralinguistic Features EACL 2024 Explaining Text Similarity in Transformer Models NAACL 2024 Faithful and Efficient Explanations for Neural Networks via Neural Tangent Kernel Surrogate Models ICLR 2024 Faithfulness and the Notion of Adversarial Sensitivity in NLP Explanations EMNLP 2024 Faithfulness Measurable Masked Language Models ICML 2024 FinDVer: Explainable Claim Verification over Long and Hybrid-content Financial Documents EMNLP 2024 FLEUR: An Explainable Reference-Free Evaluation Metric for Image Captioning Using a Large Multimodal Model ACL 2024 Fool Me Once? Contrasting Textual and Visual Explanations in a Clinical Decision-Support Setting EMNLP 2024 I-CEE: Tailoring Explanations of Image Classification Models to User Expertise AAAI 2024 ICLEF: In-Context Learning with Expert Feedback for Explainable Style Transfer ACL 2024 Inherently Interpretable Time Series Classification via Multiple Instance Learning ICLR 2024