Causal Inference

What-if I ask you to explain: Explaining the effects of perturbations in procedural text EMNLP 2020 WinoGrande: An Adversarial Winograd Schema Challenge at Scale AAAI 2020 Yseop at SemEval-2020 Task 5: Cascaded BERT Language Model for Counterfactual Statement Analysis SemEval 2020 ABCD-Strategy: Budgeted Experimental Design for Targeted Causal Structure Discovery AISTATS 2019 Abstracting Causal Models AAAI 2019 Achieving Causal Fairness through Generative Adversarial Networks IJCAI 2019 A Corpus for Modeling User and Language Effects in Argumentation on Online Debating ACL 2019 Acoustic Characteristics of Lexical Tone Disruption in Mandarin Speakers After Brain Damage Interspeech 2019 Active Learning for Decision-Making from Imbalanced Observational Data ICML 2019 Adapting Neural Networks for the Estimation of Treatment Effects NeurIPS 2019 A Distillation Approach to Data Efficient Individual Treatment Effect Estimation AAAI 2019 Adjustment Criteria for Generalizing Experimental Findings ICML 2019 Adversarial Variational Optimization of Non-Differentiable Simulators AISTATS 2019 Allocating Interventions Based on Predicted Outcomes: A Case Study on Homelessness Services AAAI 2019 An Algorithm to Learn Polytree Networks with Hidden Nodes NeurIPS 2019 A Normative Theory for Causal Inference and Bayes Factor Computation in Neural Circuits NeurIPS 2019 Answering Binary Causal Questions Through Large-Scale Text Mining: An Evaluation Using Cause-Effect Pairs from Human Experts IJCAI 2019 A Potential Outcomes Calculus for Identifying Conditional Path-Specific Effects AISTATS 2019 Approximability of Discriminators Implies Diversity in GANs ICLR 2019 Approximate Causal Abstractions UAI 2019 ASP-based Discovery of Semi-Markovian Causal Models under Weaker Assumptions IJCAI 2019 Assessing Disparate Impact of Personalized Interventions: Identifiability and Bounds NeurIPS 2019 A Statistical Investigation of Long Memory in Language and Music ICML 2019 A Surprisingly Robust Trick for the Winograd Schema Challenge ACL 2019 Attention Neural Model for Temporal Relation Extraction NAACL 2019