APA (7th ed.) Citation

Sun, Y., Keung, J., Yang, Z., Liu, S., & Yu, H. K. (2026). Improving anomaly detection in software logs through hybrid language modeling and reduced reliance on parser. Automated software engineering, 33(1), 12. https://doi.org/10.1007/s10515-025-00548-y

Chicago Style (17th ed.) Citation

Sun, Yicheng, Jacky Keung, Zhen Yang, Shuo Liu, and Hi Kuen Yu. "Improving Anomaly Detection in Software Logs Through Hybrid Language Modeling and Reduced Reliance on Parser." Automated Software Engineering 33, no. 1 (2026): 12. https://doi.org/10.1007/s10515-025-00548-y.

MLA (9th ed.) Citation

Sun, Yicheng, et al. "Improving Anomaly Detection in Software Logs Through Hybrid Language Modeling and Reduced Reliance on Parser." Automated Software Engineering, vol. 33, no. 1, 2026, p. 12, https://doi.org/10.1007/s10515-025-00548-y.