APA (7th ed.) Citation

Li, X., Liu, C., & Wang, Z. (2026). When Noise Lowers The Loss: Rethinking Likelihood-Based Evaluation in Music Large Language Models.

Chicago Style (17th ed.) Citation

Li, Xiaosha, Chun Liu, and Ziyu Wang. When Noise Lowers The Loss: Rethinking Likelihood-Based Evaluation in Music Large Language Models. 2026.

MLA (9th ed.) Citation

Li, Xiaosha, et al. When Noise Lowers The Loss: Rethinking Likelihood-Based Evaluation in Music Large Language Models. 2026.