APA (7th ed.) Citation

Zou, H., Wang, Y., Ding, Q., Liao, Y., & Chen, X. (2026). Benchmark Shadows: Data Alignment, Parameter Footprints, and Generalization in Large Language Models.

Chicago Style (17th ed.) Citation

Zou, Hongjian, Yidan Wang, Qi Ding, Yixuan Liao, and Xiaoxin Chen. Benchmark Shadows: Data Alignment, Parameter Footprints, and Generalization in Large Language Models. 2026.

MLA (9th ed.) Citation

Zou, Hongjian, et al. Benchmark Shadows: Data Alignment, Parameter Footprints, and Generalization in Large Language Models. 2026.