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Causal Inference

3,310 papers

Papers per year

Papers

Do Differences in Values Influence Disagreements in Online Discussions? EMNLP 2023
Togedemaru at SemEval-2023 Task 8: Causal Medical Claim Identification and Extraction from Social Media Posts ACL 2023
Statistical Inference on Multi-armed Bandits with Delayed Feedback ICML 2023
Temporal Causal Mediation through a Point Process: Direct and Indirect Effects of Healthcare Interventions NIPS 2023
Debiasing Intrinsic Bias and Application Bias Jointly via Invariant Risk Minimization (Student Abstract) AAAI 2023
Spatial Correspondence between Graph Neural Network-Segmented Images MIDL 2023
Backdoor Defense via Deconfounded Representation Learning CVPR 2023
Optimal Transport for Treatment Effect Estimation NIPS 2023
Collaborative Causal Inference with Fair Incentives ICML 2023
Task-specific experimental design for treatment effect estimation ICML 2023
Causal Intervention for Mitigating Name Bias in Machine Reading Comprehension ACL 2023
Counterfactual Generation with Identifiability Guarantees NIPS 2023
Causal de Finetti: On the Identification of Invariant Causal Structure in Exchangeable Data NIPS 2023
Causal Matching with Text Embeddings: A Case Study in Estimating the Causal Effects of Peer Review Policies ACL 2023
Safe Sequential Testing and Effect Estimation in Stratified Count Data AISTATS 2023
Re-Temp: Relation-Aware Temporal Representation Learning for Temporal Knowledge Graph Completion EMNLP 2023
A Unified Experiment Design Approach for Cyclic and Acyclic Causal Models JMLR 2023
COMET-M: Reasoning about Multiple Events in Complex Sentences EMNLP 2023
Layout-Based Causal Inference for Object Navigation CVPR 2023
Misspecification in Inverse Reinforcement Learning AAAI 2023
K-Nearest-Neighbor Local Sampling Based Conditional Independence Testing NIPS 2023
Front-door Adjustment Beyond Markov Equivalence with Limited Graph Knowledge NIPS 2023
Towards Benchmarking and Improving the Temporal Reasoning Capability of Large Language Models ACL 2023
Causal Bandits for Linear Structural Equation Models JMLR 2023
SSNSheerinKavitha at SemEval-2023 Task 7: Semantic Rule Based Label Prediction Using TF-IDF and BM25 Techniques SEMEVAL 2023