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Causal Inference

3310 directly classified papers

Papers per year

Papers

DCILP: A Distributed Approach for Large-Scale Causal Structure Learning AAAI 2025

Empowering LLMs with Logical Reasoning: A Comprehensive Survey IJCAI 2025

How Aligned Are Unimodal Language and Graph Encodings of Chemical Molecules? IJCNLP 2025

Multilingual Analysis of Narrative Properties in Conspiracist vs Mainstream Telegram Channels ACL 2025

Enhancing Counterfactual Estimation: A Focus on Temporal Treatments IJCAI 2025

Deconfounding Multi-Cause Latent Confounders: A Factor-Model Approach to Climate Model Bias Correction IJCAI 2025

Toward Informed AV Decision-Making: Computational Model of Well-being and Trust in Mobility IJCAI 2025

Improving Complex Reasoning over Knowledge Graph with Logic-Aware Curriculum Tuning AAAI 2025

TurnaboutLLM: A Deductive Reasoning Benchmark from Detective Games EMNLP 2025

Learnable Retrieval Enhanced Visual-Text Alignment and Fusion for Radiology Report Generation ICCV 2025

Causality-guided Prompt Learning for Vision-language Models via Visual Granulation ICCV 2025

CaLQuest.PT: Towards the Collection and Evaluation of Natural Causal Ladder Questions in Portuguese for AI Agents COLING 2025

CARL: Causality-guided Architecture Representation Learning for an Interpretable Performance Predictor ICCV 2025

Boosting Visual Knowledge-Intensive Training for LVLMs Through Causality-Driven Visual Object Completion IJCAI 2025

Invariant Subspace Decomposition JMLR 2025

Rewarding Explainability in Drug Repurposing with Knowledge Graphs IJCAI 2025

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

Optimal Policy Adaptation Under Covariate Shift IJCAI 2025

Reasoning About Causal Knowledge in Nondeterministic Domains IJCAI 2025

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

Rethinking Key-frame-based Micro-expression Recognition: A Robust and Accurate Framework Against Key-frame Errors ICCV 2025

Examining and Adapting Time for Multilingual Classification via Mixture of Temporal Experts NAACL 2025

Boosting Causal Additive Models JMLR 2025

Learning causal graphs via nonlinear sufficient dimension reduction JMLR 2025

CausalGraph2LLM: Evaluating LLMs for Causal Queries NAACL 2025