Causal Inference

Modeling Event Plausibility with Consistent Conceptual Abstraction NAACL 2021 Modeling Heterogeneous Hierarchies with Relation-specific Hyperbolic Cones NeurIPS 2021 Modeling Incremental Language Comprehension in the Brain with Combinatory Categorial Grammar NAACL 2021 Modeling Sentence Comprehension Deficits in Aphasia: A Computational Evaluation of the Direct-access Model of Retrieval NAACL 2021 Model updating after interventions paradoxically introduces bias AISTATS 2021 Moral Stories: Situated Reasoning about Norms, Intents, Actions, and their Consequences EMNLP 2021 Multi-Agent Abstract Argumentation Frameworks With Incomplete Knowledge of Attacks IJCAI 2021 Multi-Cause Effect Estimation with Disentangled Confounder Representation IJCAI 2021 Multi-stream based marked point process ACML 2021 Multi-task Learning of Order-Consistent Causal Graphs NeurIPS 2021 Necessary and sufficient conditions for causal feature selection in time series with latent common causes ICML 2021 Necessary and sufficient graphical conditions for optimal adjustment sets in causal graphical models with hidden variables NeurIPS 2021 Negation-Instance Based Evaluation of End-to-End Negation Resolution CoNLL 2021 Nested Counterfactual Identification from Arbitrary Surrogate Experiments NeurIPS 2021 Neural markov logic networks UAI 2021 Neural Networks for Learning Counterfactual G-Invariances from Single Environments ICLR 2021 Neural Path Hunter: Reducing Hallucination in Dialogue Systems via Path Grounding EMNLP 2021 Neuro-Symbolic Techniques for Description Logic Reasoning (Student Abstract) AAAI 2021 NewsCLIPpings: Automatic Generation of Out-of-Context Multimodal Media EMNLP 2021 Nonparametric Estimation of Heterogeneous Treatment Effects: From Theory to Learning Algorithms AISTATS 2021 Nonseparable Symplectic Neural Networks ICLR 2021 Numerical reasoning in machine reading comprehension tasks: are we there yet? EMNLP 2021 Object-Aware Regularization for Addressing Causal Confusion in Imitation Learning NeurIPS 2021 Objective-aware Traffic Simulation via Inverse Reinforcement Learning IJCAI 2021 Off-policy Evaluation in Infinite-Horizon Reinforcement Learning with Latent Confounders AISTATS 2021