KnowledGPT: Enhancing Large Language Models with Retrieval and Storage Access on Knowledge Bases.
Xintao WangQianwen YangYongting QiuJiaqing LiangQianyu HeZhouhong GuYanghua XiaoWei WangPublished in: CoRR (2023)
Keyphrases
- language model
- retrieval model
- document retrieval
- query expansion
- test collection
- knowledge base
- language models for information retrieval
- information retrieval
- language modeling
- ad hoc information retrieval
- query generation
- smoothing methods
- document length
- query terms
- statistical language models
- n gram
- probabilistic model
- speech recognition
- document ranking
- relevance model
- retrieval effectiveness
- cross language retrieval
- passage retrieval
- vector space model
- language modelling
- query specific
- ir models
- text retrieval
- document level
- context sensitive
- okapi bm
- term dependencies
- pseudo relevance feedback
- statistical language modeling
- relevance feedback
- image database
- pseudo feedback
- improve retrieval effectiveness
- retrieval accuracy
- translation model
- retrieval process
- relevant documents
- retrieval systems
- information retrieval systems
- out of vocabulary
- average precision
- inter document similarities
- probabilistic retrieval models