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: GRADES/NDA (2024)
Keyphrases
- question answering
- language model
- databases
- passage retrieval
- information retrieval
- language modeling
- sentence retrieval
- document retrieval
- relational databases
- n gram
- knowledge discovery
- probabilistic model
- cross language
- speech recognition
- retrieval model
- information extraction
- natural language
- natural language processing
- relevance model
- knowledge base
- query language
- query expansion
- relational database systems
- test collection
- query terms
- knowledge representation
- error rate
- translation model
- semantic roles