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Causal Inference

3310 directly classified papers

Papers per year

Papers

Using Surrogates in Covariate-adjusted Response-adaptive Randomization Experiments with Delayed Outcomes NIPS 2024

CoCoG: Controllable Visual Stimuli Generation Based on Human Concept Representations IJCAI 2024

Acoustic changes in speech prosody produced by children with autism after robot-assisted speech training INTERSPEECH 2024

Revisiting Document-Level Relation Extraction with Context-Guided Link Prediction AAAI 2024

Towards Robust Trajectory Representations: Isolating Environmental Confounders with Causal Learning IJCAI 2024

Identifying Causal Effects Under Functional Dependencies NIPS 2024

Interventional Causal Discovery in a Mixture of DAGs NIPS 2024

Fact-Driven Logical Reasoning for Machine Reading Comprehension AAAI 2024

Identification of Causal Structure in the Presence of Missing Data with Additive Noise Model AAAI 2024

TFCD: Towards Multi-modal Sarcasm Detection via Training-Free Counterfactual Debiasing IJCAI 2024

Detecting and Measuring Confounding Using Causal Mechanism Shifts NIPS 2024

CMA-R: Causal Mediation Analysis for Explaining Rumour Detection EACL 2024

Counterfactual Reasoning with Knowledge Graph Embeddings EACL 2024

Identifiability Analysis of Linear ODE Systems with Hidden Confounders NIPS 2024

What Makes Medical Claims (Un)Verifiable? Analyzing Entity and Relation Properties for Fact Verification EACL 2024

You’ve Got to Feel It To Believe It: Multi-Modal Bayesian Inference for Semantic and Property Prediction RSS 2024

Bit_numeval at SemEval-2024 Task 7: Enhance Numerical Sensitivity and Reasoning Completeness for Quantitative Understanding SEMEVAL 2024

Graph Neural Flows for Unveiling Systemic Interactions Among Irregularly Sampled Time Series NIPS 2024

Identifying and Mitigating Annotation Bias in Natural Language Understanding using Causal Mediation Analysis ACL 2024

NeuMA: Neural Material Adaptor for Visual Grounding of Intrinsic Dynamics NIPS 2024

Octopi: Object Property Reasoning with Large Tactile-Language Models RSS 2024

Epistemic Logic Programs: Non-Ground and Counting Complexity IJCAI 2024

Revisiting Causal Discovery from a Complexity-Theoretic Perspective IJCAI 2024

Model Checking Causality IJCAI 2024

A New Paradigm for Counterfactual Reasoning in Fairness and Recourse IJCAI 2024