MedCL-Bench: Benchmarking stability-efficiency trade-offs and scaling in biomedical continual learning

Min Zeng, Shuang Zhou, Zaifu Zhan +1

Medical language models must be updated as evidence and terminology evolve, yet sequential updating can trigger catastrophic forgetting. Although biomedical NLP has many static ben…