Improving Synthetic Data Generation for Argument Mining via Adversarial Reinforcement Learning

Zhijun Zhang, Qianlong Wang, Keyang Ding +5

Argument Mining (AM) is fundamentally constrained by the scarcity of high-quality structure-annotated datasets. While LLMs have shown promise in synthetic data generation, producin…