GTA: Supervised-Guided Reinforcement Learning for Text Classification with Large Language Models

Min Zeng, Jingfei Sun, Xueyou Luo +4

In natural language processing tasks, pure reinforcement learning (RL) fine-tuning methods often suffer from inefficient exploration and slow convergence; while supervised fine-tun…