Generation

• Retrieval-Augmented Generation

  Grounding language model generation in retrieved external documents; reduces hallucination and enables knowledge updates without retraining.

• Hallucination

  Generating plausible-sounding but factually incorrect content; a key limitation of language models, especially on knowledge-intensive tasks.