Causal Inference

DISSECT: Disentangled Simultaneous Explanations via Concept Traversals ICLR 2022 Distilling Causal Effect from Miscellaneous Other-Class for Continual Named Entity Recognition EMNLP 2022 DocFin: Multimodal Financial Prediction and Bias Mitigation using Semi-structured Documents EMNLP 2022 Document-Level Event Argument Extraction by Leveraging Redundant Information and Closed Boundary Loss NAACL 2022 Do Learned Representations Respect Causal Relationships? CVPR 2022 Domain adaptation through anatomical constraints for 3d human pose estimation under the cover MIDL 2022 Doubly Robust Counterfactual Classification NeurIPS 2022 e-CARE: a New Dataset for Exploring Explainable Causal Reasoning ACL 2022 Efficient Causal Structure Learning from Multiple Interventional Datasets with Unknown Targets AAAI 2022 Efficient Least Squares for Estimating Total Effects under Linearity and Causal Sufficiency JMLR 2022 Efficient Neural Causal Discovery without Acyclicity Constraints ICLR 2022 Efficient Reinforcement Learning with Prior Causal Knowledge CLeaR 2022 EI-CLIP: Entity-Aware Interventional Contrastive Learning for E-Commerce Cross-Modal Retrieval CVPR 2022 Emergence of Hierarchical Reference Systems in Multi-agent Communication COLING 2022 Empirical Bayesian Approaches for Robust Constraint-based Causal Discovery under Insufficient Data IJCAI 2022 Empirical Gateaux Derivatives for Causal Inference NeurIPS 2022 Empowering Language Models with Knowledge Graph Reasoning for Open-Domain Question Answering EMNLP 2022 Empowering the Fact-checkers! Automatic Identification of Claim Spans on Twitter EMNLP 2022 End-to-End Balancing for Causal Continuous Treatment-Effect Estimation ICML 2022 Enhancing Counterfactual Classification Performance via Self-Training AAAI 2022 Enhancing Digital History – Event discovery via Topic Modeling and Change Detection AACL 2022 Entropic Causal Inference: Graph Identifiability ICML 2022 Environment Diversification with Multi-head Neural Network for Invariant Learning NeurIPS 2022 Equality Constraints in Linear Hawkes Processes CLeaR 2022 Equivariance Allows Handling Multiple Nuisance Variables When Analyzing Pooled Neuroimaging Datasets CVPR 2022