Causal Inference

Exclusivity Graph Approach to Instrumental Inequalities UAI 2019 Extension Removal in Abstract Argumentation – An Axiomatic Approach AAAI 2019 Extracting Common Inference Patterns from Semi-Structured Explanations EMNLP 2019 Finding Minimal d-separators in Linear Time and Applications UAI 2019 From Open Set to Closed Set: Counting Objects by Spatial Divide-and-Conquer ICCV 2019 From Statistical Transportability to Estimating the Effect of Stochastic Interventions IJCAI 2019 From Strings to Things: Knowledge-Enabled VQA Model That Can Read and Reason ICCV 2019 General Identifiability with Arbitrary Surrogate Experiments UAI 2019 Geolocating Political Events in Text NAACL 2019 Gradual Argumentation Evaluation for Stance Aggregation in Automated Fake News Detection ACL 2019 Graph based Neural Networks for Event Factuality Prediction using Syntactic and Semantic Structures ACL 2019 GWU NLP at SemEval-2019 Task 7: Hybrid Pipeline for Rumour Veracity and Stance Classification on Social Media SemEval 2019 High-Dimensional Poisson Structural Equation Model Learning via ℓ_1-Regularized Regression JMLR 2019 Identification In Missing Data Models Represented By Directed Acyclic Graphs UAI 2019 Identification of Causal Effects in the Presence of Selection Bias AAAI 2019 Identification of Conditional Causal Effects under Markov Equivalence NeurIPS 2019 Identifying Causal Effects via Context-specific Independence Relations NeurIPS 2019 Identifying Predictive Causal Factors from News Streams EMNLP 2019 Idiothetic Verticality Estimation through Head Stabilization Strategy RSS 2019 Implicitly learning to reason in first-order logic NeurIPS 2019 Imposing Label-Relational Inductive Bias for Extremely Fine-Grained Entity Typing NAACL 2019 Improving Hypernymy Prediction via Taxonomy Enhanced Adversarial Learning AAAI 2019 Improving Neural Machine Translation with Neural Syntactic Distance NAACL 2019 Improving Neural Story Generation by Targeted Common Sense Grounding EMNLP 2019 Inferential Machine Comprehension: Answering Questions by Recursively Deducing the Evidence Chain from Text ACL 2019