counterfactual reasoning

GNNX-BENCH: Unravelling the Utility of Perturbation-based GNN Explainers through In-depth Benchmarking ICLR 2024 Grounding Language Plans in Demonstrations Through Counterfactual Perturbations ICLR 2024 How to Understand “Support”? An Implicit-enhanced Causal Inference Approach for Weakly-supervised Phrase Grounding COLING 2024 Hybrid$^2$ Neural ODE Causal Modeling and an Application to Glycemic Response ICML 2024 Intervention and Conditioning in Causal Bayesian Networks NeurIPS 2024 Learning to Balance Altruism and Self-interest Based on Empathy in Mixed-Motive Games NeurIPS 2024 LLMs Are Prone to Fallacies in Causal Inference EMNLP 2024 Making Reasoning Matter: Measuring and Improving Faithfulness of Chain-of-Thought Reasoning EMNLP 2024 MalAlgoQA: Pedagogical Evaluation of Counterfactual Reasoning in Large Language Models and Implications for AI in Education EMNLP 2024 MCIL: Multimodal Counterfactual Instance Learning for Low-resource Entity-based Multimodal Information Extraction COLING 2024 Measuring and Improving Attentiveness to Partial Inputs with Counterfactuals EMNLP 2024 Natural Counterfactuals With Necessary Backtracking NeurIPS 2024 Probabilities of Causation for Continuous and Vector Variables UAI 2024 Propagation and Pitfalls: Reasoning-based Assessment of Knowledge Editing through Counterfactual Tasks ACL 2024 Reasoning about Causality in Games (Abstract Reprint) AAAI 2024 Revisiting Counterfactual Problems in Referring Expression Comprehension CVPR 2024 SENCR: A Span Enhanced Two-Stage Network with Counterfactual Rethinking for Chinese NER AAAI 2024 Take Its Essence, Discard Its Dross! Debiasing for Toxic Language Detection via Counterfactual Causal Effect COLING 2024 Teaching Small Language Models Reasoning through Counterfactual Distillation EMNLP 2024 Think Before You Simulate: Symbolic Reasoning To Orchestrate Neural Computation for Counterfactual Question Answering WACV 2024 TIBET: Identifying and Evaluating Biases in Text-to-Image Generative Models ECCV 2024 Transport-based Counterfactual Models JMLR 2024 Tree-of-Counterfactual Prompting for Zero-Shot Stance Detection ACL 2024 Unsupervised Object Interaction Learning with Counterfactual Dynamics Models AAAI 2024 What If the TV Was Off? Examining Counterfactual Reasoning Abilities of Multi-modal Language Models CVPR 2024