causal inference

C-CAM: Causal CAM for Weakly Supervised Semantic Segmentation on Medical Image CVPR 2022 CEBaB: Estimating the Causal Effects of Real-World Concepts on NLP Model Behavior NeurIPS 2022 CEM: Machine-Human Chatting Handoff via Causal-Enhance Module EMNLP 2022 CLEAR: Generative Counterfactual Explanations on Graphs NeurIPS 2022 Cluster Randomized Designs for One-Sided Bipartite Experiments NeurIPS 2022 Conceptualizing Treatment Leakage in Text-based Causal Inference NAACL 2022 Context-Aware Drift Detection ICML 2022 Context-aware Information-theoretic Causal De-biasing for Interactive Sequence Labeling EMNLP 2022 Contextual Debiasing for Visual Recognition With Causal Mechanisms CVPR 2022 Continuous-Time Modeling of Counterfactual Outcomes Using Neural Controlled Differential Equations ICML 2022 Coordinated Double Machine Learning ICML 2022 Counterfactual harm NeurIPS 2022 Counterfactual Interpolation Augmentation (CIA): A Unified Approach to Enhance Fairness and Explainability of DNN IJCAI 2022 Counterfactual Neural Temporal Point Process for Estimating Causal Influence of Misinformation on Social Media NeurIPS 2022 Counterfactual Prediction for Outcome-Oriented Treatments ICML 2022 Counterfactual Temporal Point Processes NeurIPS 2022 Crake: Causal-Enhanced Table-Filler for Question Answering over Large Scale Knowledge Base NAACL 2022 Cross-Domain Empirical Risk Minimization for Unbiased Long-Tailed Classification AAAI 2022 CURIE: An Iterative Querying Approach for Reasoning About Situations ACL 2022 Darkness can not drive out darkness: Investigating Bias in Hate SpeechDetection Models ACL 2022 Data-driven exclusion criteria for instrumental variable studies CLeaR 2022 Debiased Causal Tree: Heterogeneous Treatment Effects Estimation with Unmeasured Confounding NeurIPS 2022 Debiased, Longitudinal and Coordinated Drug Recommendation through Multi-Visit Clinic Records NeurIPS 2022 Debiased Machine Learning without Sample-Splitting for Stable Estimators NeurIPS 2022 De-Bias for Generative Extraction in Unified NER Task ACL 2022