Causal Inference

Size-Invariant Graph Representations for Graph Classification Extrapolations ICML 2021 Sketch and Customize: A Counterfactual Story Generator AAAI 2021 Span-based Semantic Parsing for Compositional Generalization ACL 2021 Spatial-temporal Causal Inference for Partial Image-to-video Adaptation AAAI 2021 Spatial-Temporal Sequential Hypergraph Network for Crime Prediction with Dynamic Multiplex Relation Learning IJCAI 2021 Statistical Undecidability in Linear, Non-Gaussian Causal Models in the Presence of Latent Confounders NeurIPS 2021 Stay Together: A System for Single and Split-antecedent Anaphora Resolution NAACL 2021 SurvITE: Learning Heterogeneous Treatment Effects from Time-to-Event Data NeurIPS 2021 SyncTwin: Treatment Effect Estimation with Longitudinal Outcomes NeurIPS 2021 Table-based Fact Verification With Salience-aware Learning EMNLP 2021 Tackling Zero Pronoun Resolution and Non-Zero Coreference Resolution Jointly CoNLL 2021 TAT-QA: A Question Answering Benchmark on a Hybrid of Tabular and Textual Content in Finance ACL 2021 Temporal Reasoning on Implicit Events from Distant Supervision NAACL 2021 Testing Independence Between Linear Combinations for Causal Discovery AAAI 2021 Text as Causal Mediators: Research Design for Causal Estimates of Differential Treatment of Social Groups via Language Aspects EMNLP 2021 The Causal Learning of Retail Delinquency AAAI 2021 The Causal-Neural Connection: Expressiveness, Learnability, and Inference NeurIPS 2021 The Counterfactual NESS Definition of Causation AAAI 2021 The Influence of Parallel Processing on Illusory Vowels Interspeech 2021 The Risks of Invariant Risk Minimization ICLR 2021 TimeTraveler: Reinforcement Learning for Temporal Knowledge Graph Forecasting EMNLP 2021 Towards a Unifying Framework for Formal Theories of Novelty AAAI 2021 Towards Balanced Defect Prediction with Better Information Propagation AAAI 2021 Towards Navigation by Reasoning over Spatial Configurations ACL 2021 Towards Nonlinear Disentanglement in Natural Data with Temporal Sparse Coding ICLR 2021