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Causal Inference

3310 directly classified papers

Papers per year

Papers

CleanPose: Category-Level Object Pose Estimation via Causal Learning and Knowledge Distillation ICCV 2025

Factual Knowledge in Language Models: Robustness and Anomalies under Simple Temporal Context Variations ACL 2025

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

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

SemEval 2025 Task 10: Multilingual Characterization and Extraction of Narratives from Online News ACL 2025

CausalMACE: Causality Empowered Multi-Agents in Minecraft Cooperative Tasks EMNLP 2025

InteGround: On the Evaluation of Verification and Retrieval Planning in Integrative Grounding EMNLP 2025

Robust Knowledge Editing via Explicit Reasoning Chains for Distractor-Resilient Multi-Hop QA EMNLP 2025

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

Causally Modeling the Linguistic and Social Factors that Predict Email Response NAACL 2025

Interesting Culture: Social Relation Recognition from Videos via Culture De-confounding EMNLP 2025

Identification of Multiple Logical Interpretations in Counter-Arguments EMNLP 2025

Semantic Consistency-Based Uncertainty Quantification for Factuality in Radiology Report Generation NAACL 2025

Towards Precise Embodied Dialogue Localization via Causality Guided Diffusion CVPR 2025

Cross-modal Causal Relation Alignment for Video Question Grounding CVPR 2025

On the Transferability of Causal Knowledge for Language Models NAACL 2025

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

Can Language Models Handle a Non-Gregorian Calendar? The Case of the Japanese wareki AACL 2025

Rating AI Models for Robustness Through a Causal Lens IJCAI 2025

Enhancing Counterfactual Estimation: A Focus on Temporal Treatments IJCAI 2025

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

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

Human-AI Coevolution (Abstract Reprint) IJCAI 2025

Disconfounding Fake News Video Explanation with Causal Inference IJCAI 2025

LLM-enhanced Score Function Evolution for Causal Structure Learning IJCAI 2025