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Causal Inference

3,333 papers

Papers per year

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15
28
277
391
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Papers

A Systematic Comparison of Syllogistic Reasoning in Humans and Language Models NAACL 2024
Deductive Verification of LLM Generated SPARQL Queries COLING 2024
Dissecting the Failure of Invariant Learning on Graphs NIPS 2024
Time-aware COMET: A Commonsense Knowledge Model with Temporal Knowledge COLING 2024
Identification of Causal Structure with Latent Variables Based on Higher Order Cumulants AAAI 2024
Identifying Confounding from Causal Mechanism Shifts AISTATS 2024
Finding Alignments Between Interpretable Causal Variables and Distributed Neural Representations CLEAR 2024
VerbaNexAI Lab at SemEval-2024 Task 3: Deciphering emotional causality in conversations using multimodal analysis approach SEMEVAL 2024
Estimating the Emotion of Disgust in Greek Parliament Records NAACL 2024
SALMON: A Structure-Aware Language Model with logicality and densification strategy for Temporal Knowledge Graph Reasoning EMNLP 2024
What Are the Odds? Language Models Are Capable of Probabilistic Reasoning EMNLP 2024
Does Reasoning Emerge? Examining the Probabilities of Causation in Large Language Models NIPS 2024
Causal Dependence Plots NIPS 2024
Probabilistic Decomposed Linear Dynamical Systems for Robust Discovery of Latent Neural Dynamics NIPS 2024
Streamflow Prediction with Uncertainty Quantification for Water Management: A Constrained Reasoning and Learning Approach IJCAI 2024
Who’s Gaming the System? A Causally-Motivated Approach for Detecting Strategic Adaptation NIPS 2024
Heterogeneous Causal Metapath Graph Neural Network for Gene-Microbe-Disease Association Prediction IJCAI 2024
SLANG: New Concept Comprehension of Large Language Models EMNLP 2024
Binding in hippocampal-entorhinal circuits enables compositionality in cognitive maps NIPS 2024
Octopi: Object Property Reasoning with Large Tactile-Language Models RSS 2024
Neural Causal Abstractions AAAI 2024
Towards Faithful Knowledge Graph Explanation Through Deep Alignment in Commonsense Question Answering EMNLP 2024
Avoiding Undesired Future with Minimal Cost in Non-Stationary Environments NIPS 2024
Testing Semantic Importance via Betting NIPS 2024
Task-Driven Causal Feature Distillation: Towards Trustworthy Risk Prediction AAAI 2024