← Core AI
Artificial Intelligence › Core AI ›

Causal Inference

3310 directly classified papers

Papers per year

Papers

The Odyssey of Commonsense Causality: From Foundational Benchmarks to Cutting-Edge Reasoning EMNLP 2024
Higher-Order Causal Message Passing for Experimentation with Complex Interference NIPS 2024
Causal-CoG: A Causal-Effect Look at Context Generation for Boosting Multi-modal Language Models CVPR 2024
Think Before You Simulate: Symbolic Reasoning To Orchestrate Neural Computation for Counterfactual Question Answering WACV 2024
Causal Analysis for Robust Interpretability of Neural Networks WACV 2024
What Would Happen Next? Predicting Consequences from An Event Causality Graph EMNLP 2024
Event Causality Identification with Synthetic Control EMNLP 2024
Weak Reward Model Transforms Generative Models into Robust Causal Event Extraction Systems EMNLP 2024
VerbaNexAI Lab at SemEval-2024 Task 3: Deciphering emotional causality in conversations using multimodal analysis approach SEMEVAL 2024
Covariate Shift Corrected Conditional Randomization Test NIPS 2024
Optimization Under Epistemic Uncertainty Using Prediction IJCAI 2024
Causally Aware Generative Adversarial Networks for Light Pollution Control AAAI 2024
Multi-Granularity Causal Structure Learning AAAI 2024
Qualitative Mechanism Independence NIPS 2024
A/B testing under Interference with Partial Network Information AISTATS 2024
Boosting Efficiency in Task-Agnostic Exploration through Causal Knowledge IJCAI 2024
Causality-Inspired Invariant Representation Learning for Text-Based Person Retrieval AAAI 2024
Continuous Treatment Effect Estimation Using Gradient Interpolation and Kernel Smoothing AAAI 2024
A Bayesian Quantification of Aporophobia and the Aggravating Effect of Low–Wealth Contexts on Stigmatization NAACL 2024
Mapping Long-term Causalities in Psychiatric Symptomatology and Life Events from Social Media NAACL 2024
Fast Proxy Experiment Design for Causal Effect Identification NIPS 2024
Identifying and Mitigating Annotation Bias in Natural Language Understanding using Causal Mediation Analysis ACL 2024
Information-Theoretic Opacity-Enforcement in Markov Decision Processes IJCAI 2024
Effect-Invariant Mechanisms for Policy Generalization JMLR 2024
Causal Effect Identification in a Sub-Population with Latent Variables NIPS 2024