Structured Prompt Optimization Meets Reinforcement Learning for Global and Local Interpretability over Complex Text

Tianyang Zhou, Wenbo Chen, Pierre Jinghong Liang +1

LLMs have advanced text classification, yet existing paradigms face a trade-off: supervised (label only) fine-tuning is scalable but offers limited reasoning on complex text and la…