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Liang Zhang, Benoît Daireaux, Sergey Alyaev

Public reference bibliography and cataloged PDF materials authored or published by Liang Zhang, Benoît Daireaux, Sergey Alyaev.

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Before Blaming the LLM, Diagnose the Workflow: A Role-Level Difficulty Profile for Translating Natural Language into Ontology-Grounded Statements

Year: 2026 • Source: arxiv.org • Listed PDF

Natural-language-to-domain-specific-language (NL-to-DSL) semantic parsing systems increasingly translate informal user descriptions into structured artifacts such as Structured Query Language (SQL) queries, Application P...