Causal Inference

Reason from Fallacy: Enhancing Large Language Models’ Logical Reasoning through Logical Fallacy Understanding NAACL 2024 Reasoning about Causality in Games (Abstract Reprint) AAAI 2024 Reconciling Predictive and Statistical Parity: A Causal Approach AAAI 2024 Re-evaluating the Tomes for the Times COLING 2024 RE-SORT: Removing Spurious Correlation in Multilevel Interaction for CTR Prediction UAI 2024 Responsibility in Extensive Form Games AAAI 2024 ReTaSA: A Nonparametric Functional Estimation Approach for Addressing Continuous Target Shift ICLR 2024 Rethinking Causal Relationships Learning in Graph Neural Networks AAAI 2024 Rethinking Dimensional Rationale in Graph Contrastive Learning from Causal Perspective AAAI 2024 Rethinking Misalignment in Vision-Language Model Adaptation from a Causal Perspective NeurIPS 2024 Rethinking the Development of Large Language Models from the Causal Perspective: A Legal Text Prediction Case Study AAAI 2024 Retrieval Augmented Generation of Subjective Explanations for Socioeconomic Scenarios NAACL 2024 Revisiting Causal Discovery from a Complexity-Theoretic Perspective IJCAI 2024 Revisiting Document-Level Relation Extraction with Context-Guided Link Prediction AAAI 2024 Revisiting Who’s Harry Potter: Towards Targeted Unlearning from a Causal Intervention Perspective EMNLP 2024 Reward-Relevance-Filtered Linear Offline Reinforcement Learning AISTATS 2024 Robust agents learn causal world models ICLR 2024 Robust Emotion Recognition in Context Debiasing CVPR 2024 Robustly Improving Bandit Algorithms with Confounded and Selection Biased Offline Data: A Causal Approach AAAI 2024 Robustness of Algorithms for Causal Structure Learning to Hyperparameter Choice CLeaR 2024 RobustTSF: Towards Theory and Design of Robust Time Series Forecasting with Anomalies ICLR 2024 Robust Visual Recognition with Class-Imbalanced Open-World Noisy Data AAAI 2024 RoCEL: Advancing Table Entity Linking through Distinctive Row and Column Contexts EMNLP 2024 Root Cause Analysis in Microservice Using Neural Granger Causal Discovery AAAI 2024 Root Cause Explanation of Outliers under Noisy Mechanisms AAAI 2024