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cs.CL 1

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2025 1

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Prompt reinforcing for long-term planning of large language models

cs.CL · 2025-10-07 · unverdicted · novelty 5.0 · 2 refs

A prompt optimization framework uses turn-by-turn feedback and experience replay to rewrite task instructions, yielding reported gains on multi-turn text-to-SQL and task-oriented dialogue tasks across different LLMs.

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  • Prompt reinforcing for long-term planning of large language models cs.CL · 2025-10-07 · unverdicted · none · ref 14 · 2 links

    A prompt optimization framework uses turn-by-turn feedback and experience replay to rewrite task instructions, yielding reported gains on multi-turn text-to-SQL and task-oriented dialogue tasks across different LLMs.