Causal Inference

Invariant Language Modeling EMNLP 2022 Inverse Problems for Gradual Semantics IJCAI 2022 Investigating the Robustness of Natural Language Generation from Logical Forms via Counterfactual Samples EMNLP 2022 Joint Estimation of Direction-of-Arrival and Distance for Arrays with Directional Sensors based on Sparse Bayesian Learning Interspeech 2022 KCRL: A Prior Knowledge Based Causal Discovery Framework with Reinforcement Learning MLHC 2022 Knowledge-Augmented Language Models for Cause-Effect Relation Classification ACL 2022 Knowledge-Based News Event Analysis and Forecasting Toolkit IJCAI 2022 Knowledge transfer for learning subject-specific causal models PGM 2022 Latent Hierarchical Causal Structure Discovery with Rank Constraints NeurIPS 2022 Learning Causal Models from Conditional Moment Restrictions by Importance Weighting ICLR 2022 Learning Causal Overhypotheses through Exploration in Children and Computational Models CLeaR 2022 Learning Cluster Causal Diagrams: An Information-Theoretic Approach IJCAI 2022 Learning from an Exploring Demonstrator: Optimal Reward Estimation for Bandits AISTATS 2022 Learning from Stochastically Revealed Preference NeurIPS 2022 Learning Human Driving Behaviors with Sequential Causal Imitation Learning AAAI 2022 Learning linear non-Gaussian directed acyclic graph with diverging number of nodes JMLR 2022 Learning Optimal Dynamic Treatment Regimes Using Causal Tree Methods in Medicine MLHC 2022 Learning Optimal Summaries of Clinical Time-series with Concept Bottleneck Models MLHC 2022 Learning Physical Dynamics with Subequivariant Graph Neural Networks NeurIPS 2022 Learning soft interventions in complex equilibrium systems UAI 2022 Learning Sparse Fixed-Structure Gaussian Bayesian Networks AISTATS 2022 Learning Spatio-Temporal Specifications for Dynamical Systems L4DC 2022 Learning Temporally Causal Latent Processes from General Temporal Data ICLR 2022 Legal Judgment Prediction via Event Extraction with Constraints ACL 2022 Lexicographic Entailment, Syntax Splitting and the Drowning Problem IJCAI 2022