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Counterfactual Reasoning

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TitleStatusHype
HalluSegBench: Counterfactual Visual Reasoning for Segmentation Hallucination Evaluation—0
Active Inference AI Systems for Scientific Discovery—0
An introduction to Causal Modelling—0
Think before You Simulate: Symbolic Reasoning to Orchestrate Neural Computation for Counterfactual Question AnsweringCode0
WGSR-Bench: Wargame-based Game-theoretic Strategic Reasoning Benchmark for Large Language Models—0
Diffusion Counterfactual Generation with Semantic AbductionCode0
Counterfactual reasoning: an analysis of in-context emergenceCode0
Causality and "In-the-Wild" Video-Based Person Re-ID: A Survey—0
Deriving Strategic Market Insights with Large Language Models: A Benchmark for Forward Counterfactual Generation—0
Causal Cartographer: From Mapping to Reasoning Over Counterfactual WorldsCode0
Walking the Tightrope: Disentangling Beneficial and Detrimental Drifts in Non-Stationary Custom-Tuning—0
Beyond the Known: Decision Making with Counterfactual Reasoning Decision TransformerCode0
An Identifiable Cost-Aware Causal Decision-Making Framework Using Counterfactual Reasoning—0
Exogenous Isomorphism for Counterfactual IdentifiabilityCode0
Probabilistic and Causal Satisfiability: Constraining the Model—0
OmniDrive: A Holistic Vision-Language Dataset for Autonomous Driving with Counterfactual Reasoning—0
When Counterfactual Reasoning Fails: Chaos and Real-World Complexity—0
MASCOTS: Model-Agnostic Symbolic COunterfactual explanations for Time Series—0
A Causal Framework to Measure and Mitigate Non-binary Treatment DiscriminationCode0
What Changed and What Could Have Changed? State-Change Counterfactuals for Procedure-Aware Video Representation Learning—0
Causal Discovery and Counterfactual Reasoning to Optimize Persuasive Dialogue Policies—0
Neutralizing Bias in LLM Reasoning using Entailment GraphsCode0
Reasoning is All You Need for Video Generalization: A Counterfactual Benchmark with Sub-question Evaluation—0
Towards Causal Model-Based Policy Optimization—0
Chart-HQA: A Benchmark for Hypothetical Question Answering in Charts—0
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