Grounding
Tying a model's output to supplied sources rather than its memory.
Aperçu
Grounding means supplying the material an answer must be based on and requiring the answer to follow from it, usually with citations. It solves the problem that a model's parametric memory is fluent, unverifiable and sometimes simply wrong. It exists as the engineering response to hallucination: the claim can be checked because the source is named.
Graphe des technologies
Comment Grounding se rattache au reste de la pile.
Utilise et dépend de
- RAG technique Techniques Grounding based on RAG High ✓ source
Appliqué à
- Chatbot application Applications Grounding used for Chatbot High ✓ source
- Hallucination concept Models Grounding solves Hallucination High ✓ source