APA (7th ed.) Citation

Zhao, Y., & Thrampoulidis, C. (2025). Geometry of Semantics in Next-Token Prediction: How Optimization Implicitly Organizes Linguistic Representations.

Chicago Style (17th ed.) Citation

Zhao, Yize, and Christos Thrampoulidis. Geometry of Semantics in Next-Token Prediction: How Optimization Implicitly Organizes Linguistic Representations. 2025.

MLA (9th ed.) Citation

Zhao, Yize, and Christos Thrampoulidis. Geometry of Semantics in Next-Token Prediction: How Optimization Implicitly Organizes Linguistic Representations. 2025.

Warning: These citations may not always be 100% accurate.