causal inference

1619 papers

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Also known as

ITE IDA SCM CI CATE

Co-occurring keywords

causal discovery (459) structural causal model (182) treatment effect (134) graphical model (863) counterfactual reasoning (224) representation learning (6174) observational datum (109) domain generalization (1517) causal effect (107) causal graph (137)

Papers

Fairness-Accuracy Trade-Offs: A Causal Perspective AAAI 2025

Counterfactual Online Learning for Open-Loop Monte-Carlo Planning AAAI 2025

CausalGraph2LLM: Evaluating LLMs for Causal Queries NAACL 2025

ABC3: Active Bayesian Causal Inference with Cohn Criteria in Randomized Experiments AAAI 2025

Conformal Inference of Individual Treatment Effects Using Conditional Density Estimates AAAI 2025

CausalEval: Towards Better Causal Reasoning in Language Models NAACL 2025

Analyzing (In)Abilities of SAEs via Formal Languages NAACL 2025

The Missing Cause: An Analysis of Causal Attributions in Reporting on Palestine COLING 2025

Stochastic Online Instrumental Variable Regression: Regrets for Endogeneity and Bandit Feedback AAAI 2025

Fighting Spurious Correlations in Text Classification via a Causal Learning Perspective NAACL 2025

Disentangling Biased Representations: A Causal Intervention Framework for Fairer NLP Models ACL 2025

Designing Ambiguity Sets for Distributionally Robust Optimization Using Structural Causal Optimal Transport AAAI 2025

The Financial Document Causality Detection Shared Task (FinCausal 2025) COLING 2025

The LLM Language Network: A Neuroscientific Approach for Identifying Causally Task-Relevant Units NAACL 2025

Exploring Backward Reasoning in Large Language Models NAACL 2025

Causal View of Time Series Imputation: Some Identification Results on Missing Mechanism IJCAI 2025

Deconfound Semantic Shift and Incompleteness in Incremental Few-shot Semantic Segmentation AAAI 2025

Learn from Failure: Causality-guided Contrastive Learning for Generalizable Implicit Hate Speech Detection COLING 2025

Enhancing the Logical Reasoning Abilities of Large Language Models IJCAI 2025

Unravelling Causal Genetic Biomarkers of Alzheimer’s Disease via Neuron to Gene-token Backtracking in Neural Architecture: A Groundbreaking Reverse-Gene-Finder Approach AAAI 2025

Enhancing Factual Consistency in Text Summarization via Counterfactual Debiasing COLING 2025

An Efficient Dialogue Policy Agent with Model-Based Causal Reinforcement Learning COLING 2025

A Trusted Lesion-assessment Network for Interpretable Diagnosis of Coronary Artery Disease in Coronary CT Angiography AAAI 2025

Invariant Shape Representation Learning for Image Classification WACV 2025

Mitigating Language Confusion through Inference-time Intervention COLING 2025