Large Language Models
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Grounded Generation
Quick Definition
Generating outputs faithful to provided source documents
Full Definition
Generating LLM outputs that are faithful to and verifiable against provided source documents or data.
Examples
RAG responses, citation-based answers, fact-grounded text
Related Terms
grounding-llm
retrieval-augmented-generation
More Large Language Models Terms
Semantic Search
Search technique understanding meaning rather than keywords
DPO
Alignment method bypassing reward model for preference learning
Constitutional AI
Training AI to follow explicit principles for consistency
Sliding Window Attention
Attention limiting tokens to nearby window only
Attention Head
Individual attention mechanism learning specific patterns
System Prompt
Special prompt defining AI assistant behavior and constraints