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Causal Inference

3310 directly classified papers

Papers per year

Papers

Disentangling Direct and Indirect Interactions in Polytomous Item Response Theory Models IJCAI 2020
Cause-Effect Association between Event Pairs in Event Datasets IJCAI 2020
Optimal and Non-Discriminative Rehabilitation Program Design for Opioid Addiction Among Homeless Youth IJCAI 2020
IGNITE: A Minimax Game Toward Learning Individual Treatment Effects from Networked Observational Data IJCAI 2020
Bridging Causality and Learning: How Do They Benefit from Each Other? IJCAI 2020
Causal Mosaic: Cause-Effect Inference via Nonlinear ICA and Ensemble Method AISTATS 2020
Decision Platform for Pattern Discovery and Causal Effect Estimation in Contraceptive Discontinuation IJCAI 2020
Multi-Label Causal Feature Selection AAAI 2020
Towards Open Domain Event Trigger Identification using Adversarial Domain Adaptation ACL 2020
Permutation-Based Causal Structure Learning with Unknown Intervention Targets UAI 2020
Text and Causal Inference: A Review of Using Text to Remove Confounding from Causal Estimates ACL 2020
WinoGrande: An Adversarial Winograd Schema Challenge at Scale AAAI 2020
Causally Denoise Word Embeddings Using Half-Sibling Regression AAAI 2020
A Causal Inference Method for Reducing Gender Bias in Word Embedding Relations AAAI 2020
The Unreasonable Effectiveness of Inverse Reinforcement Learning in Advancing Cancer Research AAAI 2020
Back to the Future: Unsupervised Backprop-based Decoding for Counterfactual and Abductive Commonsense Reasoning EMNLP 2020
GLUCOSE: GeneraLized and COntextualized Story Explanations EMNLP 2020
Two Causal Principles for Improving Visual Dialog CVPR 2020
SCOUT: Self-Aware Discriminant Counterfactual Explanations CVPR 2020
Correspondence-Free Material Reconstruction using Sparse Surface Constraints CVPR 2020
Improving Event Duration Prediction via Time-aware Pre-training EMNLP 2020
The Box is in the Pen: Evaluating Commonsense Reasoning in Neural Machine Translation EMNLP 2020
Fact or Fiction: Verifying Scientific Claims EMNLP 2020
CREMA: A Java Library for Credal Network Inference PGM 2020
MeDIL: A Python Package for Causal Modelling PGM 2020