counterfactual reasoning
The cognitive process of evaluating hypothetical scenarios by considering 'what if' questions, important for decision-making and causal analysis in AI.
- Abstract Counterfactuals for Language Model Agents
- CausalVTG: Towards Robust Video Temporal Grounding via Causal Inference
- Counterfactual Evolution of Multimodal Datasets via Visual Programming
- Counterfactual Reasoning for Steerable Pluralistic Value Alignment of Large Language Models
- Counterfactual reasoning: an analysis of in-context emergence
- From Black-box to Causal-box: Towards Building More Interpretable Models