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Causal Inference

934 directly classified papers

Papers per year

Papers

Causal Intervention for Mitigating Name Bias in Machine Reading Comprehension ACL 2023
Contrasting Identifying Assumptions of Average Causal Effects: Robustness and Semiparametric Efficiency JMLR 2023
A Rule-Based Modal View of Causal Reasoning IJCAI 2023
Learning Event-Relevant Factors for Video Anomaly Detection AAAI 2023
Discourse Information for Document-Level Temporal Dependency Parsing ACL 2023
CK-Transformer: Commonsense Knowledge Enhanced Transformers for Referring Expression Comprehension EACL 2023
On the Complexity of Counterfactual Reasoning IJCAI 2023
CauSE: Causal Search Engine for Understanding Contact-Center Conversations INTERSPEECH 2023
Language Model Analysis for Ontology Subsumption Inference ACL 2023
Knowledge Graph-augmented Language Models for Complex Question Answering ACL 2023
The Hardness of Reasoning about Probabilities and Causality IJCAI 2023
Linear Causal Disentanglement via Interventions ICML 2023
Estimating Possible Causal Effects with Latent Variables via Adjustment ICML 2023
Dense-ATOMIC: Towards Densely-connected ATOMIC with High Knowledge Coverage and Massive Multi-hop Paths ACL 2023
A Unified Experiment Design Approach for Cyclic and Acyclic Causal Models JMLR 2023
Towards Trustworthy Explanation: On Causal Rationalization ICML 2023
Counterfactual Identifiability of Bijective Causal Models ICML 2023
Causality-aware Concept Extraction based on Knowledge-guided Prompting ACL 2023
Can ChatGPT Understand Causal Language in Science Claims? ACL 2023
From Temporal to Contemporaneous Iterative Causal Discovery in the Presence of Latent Confounders ICML 2023
Normalizing Flows for Interventional Density Estimation ICML 2023
Inference for a Large Directed Acyclic Graph with Unspecified Interventions JMLR 2023
Causal Structure Learning for Latent Intervened Non-stationary Data ICML 2023
Covariate balancing using the integral probability metric for causal inference ICML 2023
Evaluating Instrument Validity using the Principle of Independent Mechanisms JMLR 2023