LISTEN to Your Preferences: An LLM Framework for Multi-Objective Selection

In three linesLISTEN is an agentic LLM framework for selecting among multiple options with competing objectives. Two iterative algorithms: LISTEN-U refines a parametric utility function, LISTEN-T uses tournament-style selection on small batches. Evaluated on flight booking, shopping, exam scheduling. Code available.

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