Causal Inference

Causal Intervention-based Few-Shot Named Entity Recognition EMNLP 2023 Causal Intervention for Abstractive Related Work Generation EMNLP 2023 Causal Intervention for Human Trajectory Prediction with Cross Attention Mechanism AAAI 2023 Causal Intervention for Mitigating Name Bias in Machine Reading Comprehension ACL 2023 Causal interventions expose implicit situation models for commonsense language understanding ACL 2023 Causal Isotonic Calibration for Heterogeneous Treatment Effects ICML 2023 Causality Compensated Attention for Contextual Biased Visual Recognition ICLR 2023 Causal Learning through Deliberate Undersampling CLeaR 2023 Causally-Aware Intraoperative Imputation for Overall Survival Time Prediction CVPR 2023 Causal Matching with Text Embeddings: A Case Study in Estimating the Causal Effects of Peer Review Policies ACL 2023 Causal Matrix Completion COLT 2023 Causal Modeling of Policy Interventions From Treatment-Outcome Sequences ICML 2023 Causal Models with Constraints CLeaR 2023 Causal normalizing flows: from theory to practice NeurIPS 2023 Causal Reasoning in the Presence of Latent Confounders via Neural ADMG Learning ICLR 2023 Causal Reasoning of Entities and Events in Procedural Texts EACL 2023 Causal Reasoning through Two Cognition Layers for Improving Generalization in Visual Question Answering EMNLP 2023 Causal Recurrent Variational Autoencoder for Medical Time Series Generation AAAI 2023 Causal Representation Learning for Instantaneous and Temporal Effects in Interactive Systems ICLR 2023 CausalSim: A Causal Framework for Unbiased Trace-Driven Simulation NSDI 2023 Causal Strategic Classification: A Tale of Two Shifts ICML 2023 Causal Structure Learning for Latent Intervened Non-stationary Data ICML 2023 Causal Triplet: An Open Challenge for Intervention-centric Causal Representation Learning CLeaR 2023 Cause-Effect Inference in Location-Scale Noise Models: Maximum Likelihood vs. Independence Testing NeurIPS 2023 CauSSL: Causality-inspired Semi-supervised Learning for Medical Image Segmentation ICCV 2023