counterfactual reasoning

Third-Person Appraisal Agent: Simulating Human Emotional Reasoning in Text with Large Language Models EMNLP 2025 Towards Efficient Online Tuning of VLM Agents via Counterfactual Soft Reinforcement Learning ICML 2025 Understanding Individual Agent Importance in Multi-Agent System via Counterfactual Reasoning AAAI 2025 What Changed and What Could Have Changed? State-Change Counterfactuals for Procedure-Aware Video Representation Learning ICCV 2025 A Causal Approach for Counterfactual Reasoning in Narratives ACL 2024 A Cause-Effect Look at Alleviating Hallucination of Knowledge-grounded Dialogue Generation COLING 2024 A Divide and Conquer Approach for Solving Structural Causal Models PGM 2024 A New Paradigm for Counterfactual Reasoning in Fairness and Recourse IJCAI 2024 A Robust Dual-debiasing VQA Model based on Counterfactual Causal Effect EMNLP 2024 Causal Action Influence Aware Counterfactual Data Augmentation ICML 2024 CausalCite: A Causal Formulation of Paper Citations ACL 2024 CELLO: Causal Evaluation of Large Vision-Language Models EMNLP 2024 CE-VDG: Counterfactual Entropy-based Bias Reduction for Video-grounded Dialogue Generation COLING 2024 CLOMO: Counterfactual Logical Modification with Large Language Models ACL 2024 CoreRec: A Counterfactual Correlation Inference for Next Set Recommendation AAAI 2024 Counterfactual Reasoning for Multi-Label Image Classification via Patching-Based Training ICML 2024 Counterfactual Reasoning with Knowledge Graph Embeddings EACL 2024 DINER: Debiasing Aspect-based Sentiment Analysis with Multi-variable Causal Inference ACL 2024 Does Reasoning Emerge? Examining the Probabilities of Causation in Large Language Models NeurIPS 2024 Dual-oriented Disentangled Network with Counterfactual Intervention for Multimodal Intent Detection EMNLP 2024 Explaining Reinforcement Learning Agents through Counterfactual Action Outcomes AAAI 2024 Face Presentation Attack Detection by Excavating Causal Clues and Adapting Embedding Statistics WACV 2024 Feature Attribution with Necessity and Sufficiency via Dual-stage Perturbation Test for Causal Explanation ICML 2024 Federated Behavioural Planes: Explaining the Evolution of Client Behaviour in Federated Learning NeurIPS 2024 Genuine-Focused Learning using Mask AutoEncoder for Generalized Fake Audio Detection Interspeech 2024