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causal inference

1619 papers

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Also known as

ITE IDA SCM CI CATE

Co-occurring keywords

causal discovery (459) structural causal model (182) treatment effect (134) graphical model (863) counterfactual reasoning (224) representation learning (6174) observational datum (109) domain generalization (1517) causal effect (107) causal graph (137)

Papers

Concept-Based Explanations to Test for False Causal Relationships Learned by Abusive Language Classifiers ACL 2023
Differentially Private Synthetic Control AISTATS 2023
How to Enhance Causal Discrimination of Utterances: A Case on Affective Reasoning EMNLP 2023
Causality-aware Concept Extraction based on Knowledge-guided Prompting ACL 2023
Direct Inference of Effect of Treatment (DIET) for a Cookieless World AISTATS 2023
Causal Document-Grounded Dialogue Pre-training EMNLP 2023
Combinatorial Causal Bandits AAAI 2023
Direct Heterogeneous Causal Learning for Resource Allocation Problems in Marketing AAAI 2023
Towards Trustworthy Explanation: On Causal Rationalization ICML 2023
Causal Matching with Text Embeddings: A Case Study in Estimating the Causal Effects of Peer Review Policies ACL 2023
Controlling Learned Effects to Reduce Spurious Correlations in Text Classifiers ACL 2023
High Fidelity Image Counterfactuals with Probabilistic Causal Models ICML 2023
Spatio-Temporal Neural Structural Causal Models for Bike Flow Prediction AAAI 2023
Pipeline for modeling causal beliefs from natural language ACL 2023
Adapting to Latent Subgroup Shifts via Concepts and Proxies AISTATS 2023
Self-Interpretable Time Series Prediction with Counterfactual Explanations ICML 2023
Counterfactual Multihop QA: A Cause-Effect Approach for Reducing Disconnected Reasoning ACL 2023
Learning Event-Relevant Factors for Video Anomaly Detection AAAI 2023
Interventional Probing in High Dimensions: An NLI Case Study EACL 2023
Mitigating Adversarial Vulnerability through Causal Parameter Estimation by Adversarial Double Machine Learning ICCV 2023
Causal Matrix Completion COLT 2023
Counterfactual-based Saliency Map: Towards Visual Contrastive Explanations for Neural Networks ICCV 2023
To Impute or not to Impute? Missing Data in Treatment Effect Estimation AISTATS 2023
PADCLIP: Pseudo-labeling with Adaptive Debiasing in CLIP for Unsupervised Domain Adaptation ICCV 2023
Stable and Causal Inference for Discriminative Self-supervised Deep Visual Representations ICCV 2023