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Causal Inference

3,333 papers

Papers per year

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Papers

Hypothesis Generation with Large Language Models EMNLP 2024
Categorical Syllogisms Revisited: A Review of the Logical Reasoning Abilities of LLMs for Analyzing Categorical Syllogisms EMNLP 2024
Causal Micro-Narratives EMNLP 2024
PHSIC against Random Consistency and Its Application in Causal Inference IJCAI 2024
KDDC: Knowledge-Driven Disentangled Causal Metric Learning for Pre-Travel Out-of-Town Recommendation IJCAI 2024
Towards Robust Trajectory Representations: Isolating Environmental Confounders with Causal Learning IJCAI 2024
CoCoG: Controllable Visual Stimuli Generation Based on Human Concept Representations IJCAI 2024
Temporal Knowledge Graph Extrapolation via Causal Subhistory Identification IJCAI 2024
Model Checking Causality IJCAI 2024
Epistemic Logic Programs: Non-Ground and Counting Complexity IJCAI 2024
Revisiting Causal Discovery from a Complexity-Theoretic Perspective IJCAI 2024
Estimating Conditional Average Treatment Effects via Sufficient Representation Learning IJCAI 2024
Hacking Task Confounder in Meta-Learning IJCAI 2024
Boosting Efficiency in Task-Agnostic Exploration through Causal Knowledge IJCAI 2024
Heterogeneous Causal Metapath Graph Neural Network for Gene-Microbe-Disease Association Prediction IJCAI 2024
Vision-based Discovery of Nonlinear Dynamics for 3D Moving Target IJCAI 2024
Position Debiasing Fine-Tuning for Causal Perception in Long-Term Dialogue IJCAI 2024
Beyond What If: Advancing Counterfactual Text Generation with Structural Causal Modeling IJCAI 2024
TFCD: Towards Multi-modal Sarcasm Detection via Training-Free Counterfactual Debiasing IJCAI 2024
Information-Theoretic Opacity-Enforcement in Markov Decision Processes IJCAI 2024
A New Paradigm for Counterfactual Reasoning in Fairness and Recourse IJCAI 2024
Online Learning of Capacity-Based Preference Models IJCAI 2024
Using Causal Inference to Investigate Contraceptive Discontinuation in Sub-Saharan Africa IJCAI 2024
FairReFuse: Referee-Guided Fusion for Multi-Modal Causal Fairness in Depression Detection IJCAI 2024
Streamflow Prediction with Uncertainty Quantification for Water Management: A Constrained Reasoning and Learning Approach IJCAI 2024