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News/Agentic Jackal: Live Execution and Semantic Value Grounding for Text-to-JQL
arxiv
PublishedApril 13, 2026 at 4:00 AM

Agentic Jackal: Live Execution and Semantic Value Grounding for Text-to-JQL

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arXiv:2604.09470v1 Announce Type: new Abstract: Translating natural language into Jira Query Language (JQL) requires resolving ambiguous field references, instance-specific categorical values, and complex Boolean predicates. Single-pass LLMs cannot discover which categorical values (e.g., component

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