Enhancing LLM Factual Accuracy with RAG to Counter Hallucinations: A Case Study on Domain-Specific Queries in Private Knowledge-Bases.
Jiarui LiYe YuanZehua ZhangPublished in: CoRR (2024)
Keyphrases
- domain specific
- knowledge base
- high accuracy
- prediction accuracy
- general purpose
- response time
- knowledge sources
- computational cost
- classification accuracy
- efficient processing
- domain independent
- privacy preserving
- description logics
- complex queries
- data sources
- query processing
- exact answers
- information retrieval
- query formulation
- range queries
- privacy violations
- retrieval systems
- web search engines
- co occurrence
- query language
- expert systems
- case study
- search engine