APA (7th ed.) Citation

Iyer, L., Somani, P., Guo, A., Jurafsky, D., & Shani, C. (2026). Beyond Tokens: Concept-Level Training Objectives for LLMs.

Chicago Style (17th ed.) Citation

Iyer, Laya, Pranav Somani, Alice Guo, Dan Jurafsky, and Chen Shani. Beyond Tokens: Concept-Level Training Objectives for LLMs. 2026.

MLA (9th ed.) Citation

Iyer, Laya, et al. Beyond Tokens: Concept-Level Training Objectives for LLMs. 2026.