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Causal Inference

3310 directly classified papers

Papers per year

Papers

Castle: Causal Cascade Updates in Relational Databases with Large Language Models EMNLP 2025
Evaluating Generalization Capability of Language Models across Abductive, Deductive and Inductive Logical Reasoning COLING 2025
Optimal Policy Adaptation Under Covariate Shift IJCAI 2025
Rating AI Models for Robustness Through a Causal Lens IJCAI 2025
Causal Disentanglement and Cross-Modal Alignment for Enhanced Few-Shot Learning ICCV 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
Sympathy over Polarization: A Computational Discourse Analysis of Social Media Posts about the July 2024 Trump Assassination Attempt IJCNLP 2025
Faithful Inference Chains Extraction for Fact Verification over Multi-view Heterogeneous Graph with Causal Intervention COLING 2025
How Reliable are Causal Probing Interventions? IJCNLP 2025
Aligning Text/Speech Representations from Multimodal Models with MEG Brain Activity During Listening EMNLP 2025
Reasoning Enhanced Missing Knowledge Retrieval Augmented Generation Framework for Domain Specific Question Answering IJCNLP 2025
Examining and Adapting Time for Multilingual Classification via Mixture of Temporal Experts NAACL 2025
Rewarding Explainability in Drug Repurposing with Knowledge Graphs IJCAI 2025
Label Distribution Learning with Biased Annotations Assisted by Multi-Label Learning IJCAI 2025
Causal Inference with Large Language Model: A Survey NAACL 2025
Detecting Corpus-Level Knowledge Inconsistencies in Wikipedia with Large Language Models EMNLP 2025
A Practical Method for Generating String Counterfactuals NAACL 2025
Semantic Consistency-Based Uncertainty Quantification for Factuality in Radiology Report Generation NAACL 2025
Causally Testing Gender Bias in LLMs: A Case Study on Occupational Bias NAACL 2025
Neuro-Symbolic Natural Language Processing EMNLP 2025
Quantifying Misalignment Between Agents: Towards a Sociotechnical Understanding of Alignment AAAI 2025
Do Mentioned Items Truly Matter? Enhancing Conversational Recommender Systems with Causal Intervention and Large Language Models IJCAI 2025
Deconfound Semantic Shift and Incompleteness in Incremental Few-shot Semantic Segmentation AAAI 2025
CausalEval: Towards Better Causal Reasoning in Language Models NAACL 2025