factual accuracy
The degree to which information produced by an AI system corresponds to verifiable facts. Ensuring factual accuracy is vital in applications such as news generation and summary creation.
- AI Debate Aids Assessment of Controversial Claims
- Alleviating Hallucinations in Large Language Models through Multi-Model Contrastive Decoding and Dynamic Hallucination Detection
- Conformal Linguistic Calibration: Trading-off between Factuality and Specificity
- Discovering Compositional Hallucinations in LVLMs
- Incentivizing Truthful Language Models via Peer Elicitation Games
- PatientSim: A Persona-Driven Simulator for Realistic Doctor-Patient Interactions