Generative Semantic Modeling for Structured Data Source with Large Language Model.
Ningpei DingWolfgang MayerYilin GengYucong DuanZaiwen FengPublished in: HPCC/DSS/SmartCity/DependSys (2023)
Keyphrases
- language model
- semantic modeling
- data sources
- language modeling
- structured data
- probabilistic model
- n gram
- information retrieval
- document retrieval
- query expansion
- generative model
- language modelling
- retrieval model
- speech recognition
- test collection
- mixture model
- language modeling framework
- statistical language models
- context sensitive
- ad hoc information retrieval
- machine learning
- knowledge representation and reasoning
- data integration
- translation model
- statistical machine translation
- smoothing methods
- service composition
- em algorithm
- description logics
- artificial intelligence
- databases
- word clouds