A two-stage prompt-chaining framework with JSON serialization and graph pruning improves LLM-based semantic modeling of structured data over prior systems on three benchmarks.
Machine learning and constraint programming for relational-to-ontology schema mapping
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Knowledge prompt chaining for semantic modeling
A two-stage prompt-chaining framework with JSON serialization and graph pruning improves LLM-based semantic modeling of structured data over prior systems on three benchmarks.