causal explanation

Causal Articulation Theory (CAT): Articulating Static and Temporal Causal Models Beyond LLM Rationalizations CLeaR 2026 From Detection to Diagnosis: Advancing Hallucination Analysis with Automated Data Synthesis AAAI 2026 Reframing Responsibility: Framing-Aware Event Causality Identification ACL 2026 iLLuMinaTE: An LLM-XAI Framework Leveraging Social Science Explanation Theories Towards Actionable Student Performance Feedback AAAI 2025 CausalChaos! Dataset for Comprehensive Causal Action Question Answering Over Longer Causal Chains Grounded in Dynamic Visual Scenes NeurIPS 2024 Concept-Level Causal Explanation Method for Brain Function Network Classification IJCAI 2024 Feature Attribution with Necessity and Sufficiency via Dual-stage Perturbation Test for Causal Explanation ICML 2024 Model Checking Causality IJCAI 2024 Towards Trustworthy Autonomous Systems via Conversations and Explanations AAAI 2024 ViT-CX: Causal Explanation of Vision Transformers IJCAI 2023 OrphicX: A Causality-Inspired Latent Variable Model for Interpreting Graph Neural Networks CVPR 2022 PlanVerb: Domain-Independent Verbalization and Summary of Task Plans AAAI 2022 Supporting Medical Relation Extraction via Causality-Pruned Semantic Dependency Forest COLING 2022 Explanations for Occluded Images ICCV 2021 General Transportability – Synthesizing Observations and Experiments from Heterogeneous Domains AAAI 2020 GLUCOSE: GeneraLized and COntextualized Story Explanations EMNLP 2020 Counterfactual Resimulation for Causal Analysis of Rule-Based Models IJCAI 2018