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Causal Inference

3310 directly classified papers

Papers per year

Papers

CausalEval: Towards Better Causal Reasoning in Language Models NAACL 2025

Causal-aware Large Language Models: Enhancing Decision-Making Through Learning, Adapting and Acting IJCAI 2025

CASE: Large Scale Topic Exploitation for Decision Support Systems COLING 2025

Dr.ECI: Infusing Large Language Models with Causal Knowledge for Decomposed Reasoning in Event Causality Identification COLING 2025

Relation Logical Reasoning and Relation-aware Entity Encoding for Temporal Knowledge Graph Reasoning COLING 2025

Hate Speech in Times of Crises: a Cross-Disciplinary Analysis of Online Xenophobia in Greece ACL 2025

GCF: Estimating Unobserved Demand Using Graph Causal Forecasting AAAI 2025

Mitigating Language Confusion through Inference-time Intervention COLING 2025

Hawkes based Representation Learning for Reasoning over Scale-free Community-structured Temporal Knowledge Graphs COLING 2025

Large Language Models and Causal Inference in Collaboration: A Comprehensive Survey NAACL 2025

STRICTA: Structured Reasoning in Critical Text Assessment for Peer Review and Beyond ACL 2025

Exploiting Inter-Sample Information for Long-Tailed Out-of-Distribution Detection WACV 2025

Enhancing Factual Consistency in Text Summarization via Counterfactual Debiasing COLING 2025

From Causal Parrots to Causal Prophets? Towards Sound Causal Reasoning with Large Language Models NAACL 2025

RaggedyFive at SemEval-2025 Task 3: Hallucination Span Detection Using Unverifiable Answer Detection ACL 2025

Recognizing Unseen States of Unknown Objects by Leveraging Knowledge Graphs WACV 2025

Modeling Latent Non-Linear Dynamical System over Time Series AAAI 2025

ToMATO: Verbalizing the Mental States of Role-Playing LLMs for Benchmarking Theory of Mind AAAI 2025

Invariant Shape Representation Learning for Image Classification WACV 2025

Inferring Past Human Actions in Homes with Abductive Reasoning WACV 2025

DAGs as Minimal I-maps for the Induced Models of Causal Bayesian Networks under Conditioning JMLR 2025

Copula-based Sensitivity Analysis for Multi-Treatment Causal Inference with Unobserved Confounding JMLR 2025

Recursive Causal Discovery JMLR 2025

VCSearch: Bridging the Gap Between Well-Defined and Ill-Defined Problems in Mathematical Reasoning EMNLP 2025

A Practical Approach to Causal Inference over Time AAAI 2025