APA (7th ed.) Citation

Tan, X. W., Tan, N., Lee, G., & Kok, S. (2025). The Shape of Reasoning: Topological Analysis of Reasoning Traces in Large Language Models.

Chicago Style (17th ed.) Citation

Tan, Xue Wen, Nathaniel Tan, Galen Lee, and Stanley Kok. The Shape of Reasoning: Topological Analysis of Reasoning Traces in Large Language Models. 2025.

MLA (9th ed.) Citation

Tan, Xue Wen, et al. The Shape of Reasoning: Topological Analysis of Reasoning Traces in Large Language Models. 2025.

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