Causal Inference

Symplectic ODE-Net: Learning Hamiltonian Dynamics with Control ICLR 2020 Team Solomon at SemEval-2020 Task 4: Be Reasonable: Exploiting Large-scale Language Models for Commonsense Reasoning SemEval 2020 Temporal Positive-unlabeled Learning for Biomedical Hypothesis Generation via Risk Estimation NeurIPS 2020 Temporal Relations Annotation and Extrapolation Based on Semi-intervals and Boundig Relations COLING 2020 Text and Causal Inference: A Review of Using Text to Remove Confounding from Causal Estimates ACL 2020 The Box is in the Pen: Evaluating Commonsense Reasoning in Neural Machine Translation EMNLP 2020 The Financial Document Causality Detection Shared Task (FinCausal 2020) COLING 2020 The impact of preprint servers in the formation of novel ideas EMNLP 2020 Theory-Based Causal Transfer:Integrating Instance-Level Induction and Abstract-Level Structure Learning AAAI 2020 The Unreasonable Effectiveness of Inverse Reinforcement Learning in Advancing Cancer Research AAAI 2020 Thinking Like a Skeptic: Defeasible Inference in Natural Language EMNLP 2020 Towards Causal VQA: Revealing and Reducing Spurious Correlations by Invariant and Covariant Semantic Editing CVPR 2020 Towards Open Domain Event Trigger Identification using Adversarial Domain Adaptation ACL 2020 Towards practical differentially private causal graph discovery NeurIPS 2020 Towards Preemptive Detection of Depression and Anxiety in Twitter COLING 2020 Towards Scalable Bayesian Learning of Causal DAGs NeurIPS 2020 Trialstreamer: Mapping and Browsing Medical Evidence in Real-Time ACL 2020 Tuning Causal Discovery Algorithms PGM 2020 Two Causal Principles for Improving Visual Dialog CVPR 2020 UAICS at SemEval-2020 Task 4: Using a Bidirectional Transformer for Task a SemEval 2020 Unbiased Scene Graph Generation From Biased Training CVPR 2020 Uncertainty Quantification for Inferring Hawkes Networks NeurIPS 2020 UPB at FinCausal-2020, Tasks 1 & 2: Causality Analysis in Financial Documents using Pretrained Language Models COLING 2020 Visual Commonsense R-CNN CVPR 2020 Weakly-Supervised Fine-Grained Event Recognition on Social Media Texts for Disaster Management AAAI 2020