Generative Question Answering

Generative question answering is powerful because it can produce natural and explanatory responses. The model is not limited to selecting a span; it can restate, combine, and contextualize information. However, this flexibility also increases the risk of generating unsupported content. For that reason, it is often paired with retrieval, grounding, and verification mechanisms.