2026
CEC-Zero: Zero-Supervision Character Error Correction with Self-Generated Rewards
AAAI 2026technical
Large-scale Chinese spelling correction (CSC) remains critical for real-world text processing, yet existing LLMs and supervised methods lack robustness to novel errors and rely on costly annotations. We introduce CEC-Zero, a zerosupervision reinforcement learning framework that addresses this by ena