conftrace_

counterfactual reasoning

230 papers

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Co-occurring keywords

causal inference (1630) large language model (13587) structural causal model (184) causal reasoning (183) multimodal learning (4645) spurious correlation (279) natural language inference (1287) reinforcement learning (4352) commonsense reasoning (506) counterfactual inference (47)

Papers

Learning to Balance Altruism and Self-interest Based on Empathy in Mixed-Motive Games NIPS 2024
Natural Counterfactuals With Necessary Backtracking NIPS 2024
LLMs Are Prone to Fallacies in Causal Inference EMNLP 2024
COGEN: Abductive Commonsense Language Generation ACL 2023
Learning to Initiate and Reason in Event-Driven Cascading Processes ICML 2023
On the Complexity of Counterfactual Reasoning IJCAI 2023
An Algorithm and Complexity Results for Causal Unit Selection CLEAR 2023
Backtracking Counterfactuals CLEAR 2023
Counterfactuals for the Future AAAI 2023
ROME: Evaluating Pre-trained Vision-Language Models on Reasoning beyond Visual Common Sense EMNLP 2023
SCOTT: Self-Consistent Chain-of-Thought Distillation ACL 2023
Causal normalizing flows: from theory to practice NIPS 2023
Causal Triplet: An Open Challenge for Intervention-centric Causal Representation Learning CLEAR 2023
CLadder: Assessing Causal Reasoning in Language Models NIPS 2023
The Utility of “Even if” Semifactual Explanation to Optimise Positive Outcomes NIPS 2023
Task-specific experimental design for treatment effect estimation ICML 2023
Finding Counterfactually Optimal Action Sequences in Continuous State Spaces NIPS 2023
Budgeting Counterfactual for Offline RL NIPS 2023
Counterfactual-Augmented Importance Sampling for Semi-Offline Policy Evaluation NIPS 2023
Offline Imitation Learning with Variational Counterfactual Reasoning NIPS 2023
Counterfactual Conservative Q Learning for Offline Multi-agent Reinforcement Learning NIPS 2023
Why Did This Model Forecast This Future? Information-Theoretic Saliency for Counterfactual Explanations of Probabilistic Regression Models NIPS 2023
Enhancing Event Causality Identification with Counterfactual Reasoning ACL 2023
Counterfactual Debiasing for Fact Verification ACL 2023
Counterfactual Dynamics Forecasting – a New Setting of Quantitative Reasoning AAAI 2023