Causal Inference

Evaluating Instrument Validity using the Principle of Independent Mechanisms JMLR 2023 Event Causality Extraction via Implicit Cause-Effect Interactions EMNLP 2023 Event Semantic Knowledge in Procedural Text Understanding ACL 2023 Explicit Alignment and Many-to-many Entailment Based Reasoning for Conversational Machine Reading EMNLP 2023 Fast Scalable and Accurate Discovery of DAGs Using the Best Order Score Search and Grow Shrink Trees NeurIPS 2023 Flexible and Efficient Contextual Bandits with Heterogeneous Treatment Effect Oracles AISTATS 2023 From Temporal to Contemporaneous Iterative Causal Discovery in the Presence of Latent Confounders ICML 2023 GD-COMET: A Geo-Diverse Commonsense Inference Model EMNLP 2023 Generating Deep Questions with Commonsense Reasoning Ability from the Text by Disentangled Adversarial Inference ACL 2023 Generator Identification for Linear SDEs with Additive and Multiplicative Noise NeurIPS 2023 High Precision Causal Model Evaluation with Conditional Randomization NeurIPS 2023 Identify Event Causality with Knowledge and Analogy AAAI 2023 Inference for a Large Directed Acyclic Graph with Unspecified Interventions JMLR 2023 Information-Theoretic Causal Discovery and Intervention Detection over Multiple Environments AAAI 2023 Instrumental Variable Estimation of Average Partial Causal Effects ICML 2023 Interactive Visual Reasoning under Uncertainty NeurIPS 2023 Intervention Generalization: A View from Factor Graph Models NeurIPS 2023 Invariant Feature Regularization for Fair Face Recognition ICCV 2023 iSCAN: Identifying Causal Mechanism Shifts among Nonlinear Additive Noise Models NeurIPS 2023 Kernel Conditional Moment Constraints for Confounding Robust Inference AISTATS 2023 Knowledge-Bridged Causal Interaction Network for Causal Emotion Entailment AAAI 2023 Knowledge Graph-augmented Language Models for Complex Question Answering ACL 2023 Language Model Analysis for Ontology Subsumption Inference ACL 2023 Layout-Based Causal Inference for Object Navigation CVPR 2023 Learning Causal Effects on Hypergraphs (Extended Abstract) IJCAI 2023