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Causal Inference

3310 directly classified papers

Papers per year

Papers

Copula-based Sensitivity Analysis for Multi-Treatment Causal Inference with Unobserved Confounding JMLR 2025
Reasoning Under Distress: Mining Claims and Evidence in Mental Health Narratives ACL 2025
Invariant Shape Representation Learning for Image Classification WACV 2025
Inferring Past Human Actions in Homes with Abductive Reasoning WACV 2025
Federated-Continual Dynamic Segmentation of Histopathology Guided by Barlow Continuity WACV 2025
Causal View of Time Series Imputation: Some Identification Results on Missing Mechanism IJCAI 2025
Hierarchy Knowledge Graph for Parameter-Efficient Entity Embedding IJCAI 2025
Efficient and Robust Semi-supervised Estimation of Average Treatment Effect with Partially Annotated Treatment and Response JMLR 2025
Mitigating Language Confusion through Inference-time Intervention COLING 2025
CABIN: Debiasing Vision-Language Models Using Backdoor Adjustments IJCAI 2025
Do Mentioned Items Truly Matter? Enhancing Conversational Recommender Systems with Causal Intervention and Large Language Models IJCAI 2025
The Delta of Thought: Channeling Rivers of Commonsense Knowledge in the Sea of Metaphorical Interpretations IJCAI 2025
Empowering LLMs with Logical Reasoning: A Comprehensive Survey IJCAI 2025
Enhancing the Logical Reasoning Abilities of Large Language Models IJCAI 2025
The Missing Cause: An Analysis of Causal Attributions in Reporting on Palestine COLING 2025
From Causal Parrots to Causal Prophets? Towards Sound Causal Reasoning with Large Language Models NAACL 2025
Detecting Inconsistencies in Narrative Elements of Cross Lingual Nakba Texts COLING 2025
Large Language Models and Causal Inference in Collaboration: A Comprehensive Survey NAACL 2025
A Practical Method for Generating String Counterfactuals NAACL 2025
Causally Testing Gender Bias in LLMs: A Case Study on Occupational Bias NAACL 2025
Causal Inference with Large Language Model: A Survey NAACL 2025
Rethinking Key-frame-based Micro-expression Recognition: A Robust and Accurate Framework Against Key-frame Errors ICCV 2025
MCAM: Multimodal Causal Analysis Model for Ego-Vehicle-Level Driving Video Understanding ICCV 2025
CARL: Causality-guided Architecture Representation Learning for an Interpretable Performance Predictor ICCV 2025
Learning Causal Transition Matrix for Instance-dependent Label Noise AAAI 2025