Ioannis Polyzos on Mythryl: “For LLM-generated SQL, descriptive schema names can matter more than…”

For LLM-generated SQL, descriptive schema names can matter more than additional structural metadata. Semantics are part of the architecture. arxiv.org/abs/2608.20356 #AI #Databases

arxiv.orgDisentangling Structure and Semantics: How Schema Representation Affects LLM-Based SQL GenerationLLM-based text-to-SQL pipelines read the database schema as text, which carries both structural cues (tables, keys, relationships) and semantic cues (table and column names); prior work has studied ea...

7/10/26, 7:38 pm0 reposts0 likes

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