Causal Inference

Controlling Learned Effects to Reduce Spurious Correlations in Text Classifiers ACL 2023 Controlling Type Confounding in Ad Hoc Teamwork with Instance-wise Teammate Feedback Rectification ICML 2023 Cooperative Inverse Decision Theory for Uncertain Preferences AISTATS 2023 Counterfactual Active Learning for Out-of-Distribution Generalization ACL 2023 Counterfactual Analysis in Dynamic Latent State Models ICML 2023 Counterfactual Augmentation for Multimodal Learning Under Presentation Bias EMNLP 2023 Counterfactual-Augmented Importance Sampling for Semi-Offline Policy Evaluation NeurIPS 2023 Counterfactual-based Saliency Map: Towards Visual Contrastive Explanations for Neural Networks ICCV 2023 Counterfactual Debiasing for Fact Verification ACL 2023 Counterfactual Dynamics Forecasting – a New Setting of Quantitative Reasoning AAAI 2023 Counterfactual Generation with Identifiability Guarantees NeurIPS 2023 Counterfactual Identifiability of Bijective Causal Models ICML 2023 Counterfactual Learning with General Data-Generating Policies AAAI 2023 Counterfactually Comparing Abstaining Classifiers NeurIPS 2023 Counterfactual Probing for the Influence of Affect and Specificity on Intergroup Bias ACL 2023 Counting Background Knowledge Consistent Markov Equivalent Directed Acyclic Graphs UAI 2023 CoVariance-based Causal Debiasing for Entity and Relation Extraction EMNLP 2023 CRAB: Assessing the Strength of Causal Relationships Between Real-world Events EMNLP 2023 CR-COPEC: Causal Rationale of Corporate Performance Changes to learn from Financial Reports EMNLP 2023 CReTIHC: Designing Causal Reasoning Tasks about Temporal Interventions and Hallucinated Confoundings EMNLP 2023 Cross-Regional Fraud Detection via Continual Learning (Student Abstract) AAAI 2023 CUTS: Neural Causal Discovery from Irregular Time-Series Data ICLR 2023 DAG Learning on the Permutahedron ICLR 2023 Data Augmentations for Improved (Large) Language Model Generalization NeurIPS 2023 Debiasing Intrinsic Bias and Application Bias Jointly via Invariant Risk Minimization (Student Abstract) AAAI 2023