counterfactual reasoning

Dual-Path Counterfactual Integration for Multimodal Aspect-Based Sentiment Classification EMNLP 2025 FarSense: A Comprehensive Commonsense Benchmark and Evaluation Framework for the Farsi Language IJCNLP 2025 Fighting Spurious Correlations in Text Classification via a Causal Learning Perspective NAACL 2025 From Causal Parrots to Causal Prophets? Towards Sound Causal Reasoning with Large Language Models NAACL 2025 From Probability to Counterfactuals: the Increasing Complexity of Satisfiability in Pearl's Causal Hierarchy ICLR 2025 How Can We Diagnose and Treat Bias in Large Language Models for Clinical Decision-Making? NAACL 2025 HPDM: A Hierarchical Popularity-aware Debiased Modeling Approach for Personalized News Recommender IJCAI 2025 Image Quality Assessment: Investigating Causal Perceptual Effects with Abductive Counterfactual Inference CVPR 2025 Language Models as Causal Effect Generators EMNLP 2025 Learning Structural Causal Models from Ordering: Identifiable Flow Models AAAI 2025 MEDEQUALQA: Evaluating Biases in LLMs with Counterfactual Reasoning AACL 2025 MediConfusion: Can you trust your AI radiologist? Probing the reliability of multimodal medical foundation models ICLR 2025 Multi-level Advantage Credit Assignment for Cooperative Multi-Agent Reinforcement Learning AISTATS 2025 Neutralizing Bias in LLM Reasoning using Entailment Graphs ACL 2025 OmniDrive: A Holistic Vision-Language Dataset for Autonomous Driving with Counterfactual Reasoning CVPR 2025 ORMind: A Cognitive-Inspired End-to-End Reasoning Framework for Operations Research ACL 2025 Parallel-Learning of Invariant and Tempo-variant Attributes of Single-Lead Cardiac Signals: PLITA AAAI 2025 PhD: A ChatGPT-Prompted Visual Hallucination Evaluation Dataset CVPR 2025 Reasoning Elicitation in Language Models via Counterfactual Feedback ICLR 2025 Reasoning is All You Need for Video Generalization: A Counterfactual Benchmark with Sub-question Evaluation ACL 2025 Responsibility Anticipation and Attribution in LTLf IJCAI 2025 Rethinking Visual Counterfactual Explanations Through Region Constraint ICLR 2025 Should I Trust You? Detecting Deception in Negotiations using Counterfactual RL ACL 2025 Temporal Causal Reasoning with (Non-Recursive) Structural Equation Models AAAI 2025 Text-Driven Fashion Image Editing with Compositional Concept Learning and Counterfactual Abduction CVPR 2025