arXiv CS
open access
A Closed-Loop Control Architecture for Reliable Constraint Satisfaction in LLM Text Generation
Software systems increasingly embed a large language model in features that must satisfy a numeric output constraint, that is, a requirement expressible as a number or an interval and checkable by code, such as a target word count or a target readability grade band. Because such a model is non-deter
Conceptio Open Archive
Analyze & explore related research in Conceptio
Connect this record directly into your research workflow or AI agent. Explore citations across open repositories, query full text, and export structured proof bundles.
This document is indexed with metadata only: full text is not available in the archive for this record. Open the official source ↗
Related documents
- A Closed-Loop Control Architecture for Reliable Constraint Satisfaction in LLM Text Generation#1014298
- Breaking the Illusion of Review Reliability under Static Evaluation: SCOPE Fuzzing for LLM-based Scientific Reviewers#1132298
- SafeLLM4SE: Statistical Evaluation and Reporting for LLM-based Software Engineering Systems#1141337
- SafeLLM4SE: Statistical Evaluation and Reporting for LLM-based Software Engineering Systems#1122364
- BiG-SURE - Bipartite Graph for Semantic Uncertainty and Reliability Estimation of LLMs#820695
Record · ID 978493
Retrieved via Conceptio: every document is proof-bundled with source, license, and retrieval metadata.
Retrieved via Conceptio: every document is proof-bundled with source, license, and retrieval metadata.
Bring this data into your agent: Connect via MCP or API · 20 free credits to start · no card required
Read the Docs → · View CLI source on GitHub · Conceptio Open Knowledge Archive
Read the Docs → · View CLI source on GitHub · Conceptio Open Knowledge Archive