Mitigating Hallucinations in Large Language Models via Self-Refinement-Enhanced Knowledge Retrieval.
Mengjia NiuHao LiJie ShiHamed HaddadiFan MoPublished in: CoRR (2024)
Keyphrases
- language model
- knowledge retrieval
- language modeling
- n gram
- document retrieval
- probabilistic model
- retrieval model
- query expansion
- information retrieval
- speech recognition
- language modelling
- test collection
- conceptual design
- ad hoc information retrieval
- vector space model
- smoothing methods
- statistical language models
- document ranking
- context sensitive
- okapi bm
- query specific
- relevance model
- language models for information retrieval
- language model for information retrieval
- document length
- query terms
- relevant documents
- domain knowledge