APA (7th ed.) Citation

Singh, P., & Raman, B. (2026). Semantic spherical mixup: Geometry-aware data augmentation in latent manifolds for parameter-efficient language model adaptation. Knowledge & Information Systems, 68(1), 1. https://doi.org/10.1007/s10115-026-02719-z

Chicago Style (17th ed.) Citation

Singh, Pradeep, and Balasubramanian Raman. "Semantic Spherical Mixup: Geometry-aware Data Augmentation in Latent Manifolds for Parameter-efficient Language Model Adaptation." Knowledge & Information Systems 68, no. 1 (2026): 1. https://doi.org/10.1007/s10115-026-02719-z.

MLA (9th ed.) Citation

Singh, Pradeep, and Balasubramanian Raman. "Semantic Spherical Mixup: Geometry-aware Data Augmentation in Latent Manifolds for Parameter-efficient Language Model Adaptation." Knowledge & Information Systems, vol. 68, no. 1, 2026, p. 1, https://doi.org/10.1007/s10115-026-02719-z.