A Benchmark to Understand the Role of Knowledge Graphs on Large Language Model's Accuracy for Question Answering on Enterprise SQL Databases.
Juan SequedaDean AllemangBryon JacobPublished in: CoRR (2023)
Keyphrases
- error rate
- question answering
- language model
- databases
- passage retrieval
- information retrieval
- sentence retrieval
- language modeling
- relational databases
- document retrieval
- retrieval model
- n gram
- information extraction
- test collection
- knowledge discovery
- speech recognition
- natural language
- query expansion
- probabilistic model
- named entities
- cross language
- translation model
- relational database systems
- database systems
- natural language processing
- sql queries
- relevance model
- query language
- semantic roles
- retrieval effectiveness
- data model
- pseudo relevance feedback
- web search