TabSQLify: Enhancing Reasoning Capabilities of LLMs Through Table Decomposition.
Md Nahid Hasan NahidDavood RafieiPublished in: NAACL-HLT (2024)
Keyphrases
- knowledge base
- knowledge representation
- data sets
- reasoning systems
- reasoning process
- real time
- formal models
- decomposition method
- qualitative reasoning
- database
- neural network
- logical reasoning
- resource bounded
- probabilistic logic
- information systems
- meta level
- information retrieval
- logical framework
- uncertain information
- production rules
- knowledge representation and reasoning
- causal reasoning
- model based reasoning
- hierarchical decomposition
- data model
- rule based reasoning