causal inference

CausalGraph2LLM: Evaluating LLMs for Causal Queries NAACL 2025 CausalGraphBench: a Benchmark for Evaluating Language Models capabilities of Causal Graph discovery ACL 2025 Causal Graph Transformer for Treatment Effect Estimation Under Unknown Interference ICLR 2025 Causal Inference amid Missingness-Specific Independences and Mechanism Shifts UAI 2025 Causal Inference over Visual-Semantic-Aligned Graph for Image Classification AAAI 2025 Causal Inference with Large Language Model: A Survey NAACL 2025 Causal-Inspired Multitask Learning for Video-Based Human Pose Estimation AAAI 2025 Causality-guided Prompt Learning for Vision-language Models via Visual Granulation ICCV 2025 Causality-Inspired Disentanglement for Fair Graph Neural Networks IJCAI 2025 Causally Consistent Normalizing Flow AAAI 2025 Causally Motivated Sycophancy Mitigation for Large Language Models ICLR 2025 Causally Testing Gender Bias in LLMs: A Case Study on Occupational Bias NAACL 2025 CausalMACE: Causality Empowered Multi-Agents in Minecraft Cooperative Tasks EMNLP 2025 Causal Models for Growing Networks UAI 2025 Causal PETS: Causality-Informed PET Synthesis from Multi-modal Data MIDL 2025 Causal Prompting: Debiasing Large Language Model Prompting Based on Front-Door Adjustment AAAI 2025 CausalRAG: Integrating Causal Graphs into Retrieval-Augmented Generation ACL 2025 CausalScore: An Automatic Reference-Free Metric for Assessing Response Relevance in Open-Domain Dialogue Systems COLING 2025 Causal View of Time Series Imputation: Some Identification Results on Missing Mechanism IJCAI 2025 Cause-Effect Driven Optimization for Robust Medical Visual Question Answering with Language Biases IJCAI 2025 CEGRL-TKGR: A Causal Enhanced Graph Representation Learning Framework for Temporal Knowledge Graph Reasoning COLING 2025 Certified Causal Defense with Generalizable Robustness AAAI 2025 CleanPose: Category-Level Object Pose Estimation via Causal Learning and Knowledge Distillation ICCV 2025 ClusterSC: Advancing Synthetic Control with Donor Selection AISTATS 2025 Com2 : A Causal-Guided Benchmark for Exploring Complex Commonsense Reasoning in Large Language Models ACL 2025