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Prompt-Based One-Shot Exact Length-Controlled Generation with LLMs

cs.CL · 2025-08-19 · conditional · novelty 5.0

Appending visible descending countdown markers to the prompt makes off-the-shelf LLMs hit exact word or character targets far more often, with exact-match rates reaching 30 to 96 percent across four benchmarks, eleven models, and two languages.

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  • Prompt-Based One-Shot Exact Length-Controlled Generation with LLMs cs.CL · 2025-08-19 · conditional · none · ref 3

    Appending visible descending countdown markers to the prompt makes off-the-shelf LLMs hit exact word or character targets far more often, with exact-match rates reaching 30 to 96 percent across four benchmarks, eleven models, and two languages.