conftrace_

counterfactual inference

47 papers

Explore in graph

Also known as

CI

Co-occurring keywords

causal inference (1630) counterfactual reasoning (230) structural causal model (184) representation learning (6206) individual treatment effect (22) domain adaptation (4595) variational inference (2069) spurious correlation (279) bias mitigation (500) causal effect (107)

Papers

Mitigating Spurious Correlation in Natural Language Understanding with Counterfactual Inference EMNLP 2022
Contrastive Mixture of Posteriors for Counterfactual Inference, Data Integration and Fairness ICML 2022
Personalized Public Policy Analysis in Social Sciences Using Causal-Graphical Normalizing Flows AAAI 2022
VACA: Designing Variational Graph Autoencoders for Causal Queries AAAI 2022
Counterfactual Neural Temporal Point Process for Estimating Causal Influence of Misinformation on Social Media NIPS 2022
Counterfactuals to Control Latent Disentangled Text Representations for Style Transfer ACL 2021
A Language for Counterfactual Generative Models ICML 2021
Counterfactual VQA: A Cause-Effect Look at Language Bias CVPR 2021
Counterfactual Inference for Text Classification Debiasing IJCNLP 2021
Counterfactual Mean Embeddings JMLR 2021
Counterfactual Data Augmentation for Neural Machine Translation NAACL 2021
HypoGen: Hyperbole Generation with Commonsense and Counterfactual Knowledge EMNLP 2021
Counterfactual Inference for Text Classification Debiasing ACL 2021
A Causal Lens for Controllable Text Generation NIPS 2021
Cost-Effective Incentive Allocation via Structured Counterfactual Inference AAAI 2020
Deep Structural Causal Models for Tractable Counterfactual Inference NIPS 2020
Counterfactual Cross-Validation: Stable Model Selection Procedure for Causal Inference Models ICML 2020
Integrating Markov processes with structural causal modeling enables counterfactual inference in complex systems NIPS 2019
Minimum Intervention Cover of a Causal Graph AAAI 2019
Unbiased Learning-to-Rank with Biased Feedback IJCAI 2018
Representation Learning for Treatment Effect Estimation from Observational Data NIPS 2018
Learning Representations for Counterfactual Inference ICML 2016