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FLARE: Few-shot Learning-based Adaptive Reflective Engine

arXiv cs.CL ↗ · 2026-08-05 Cached

FLARE is a new framework that combines few-shot learning with reflective mechanisms to optimize instructions for LLMs, outperforming GEPA across multiple benchmarks including HotPotQA, tool calling, and GoEmotions.

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