APA (7th ed.) Citation

Zhai, Z., You, X., Yan, W., & Wang, X. (2026). How Much Thinking is Enough? Quantifying and Understanding Redundancy in LLM Reasoning.

Chicago Style (17th ed.) Citation

Zhai, Zhiyuan, Xinkai You, Wenjing Yan, and Xin Wang. How Much Thinking Is Enough? Quantifying and Understanding Redundancy in LLM Reasoning. 2026.

MLA (9th ed.) Citation

Zhai, Zhiyuan, et al. How Much Thinking Is Enough? Quantifying and Understanding Redundancy in LLM Reasoning. 2026.