APA (7th ed.) Citation

Kiprono, M. (2025). Mathematical Analysis of Hallucination Dynamics in Large Language Models: Uncertainty Quantification, Advanced Decoding, and Principled Mitigation.

Chicago Style (17th ed.) Citation

Kiprono, Moses. Mathematical Analysis of Hallucination Dynamics in Large Language Models: Uncertainty Quantification, Advanced Decoding, and Principled Mitigation. 2025.

MLA (9th ed.) Citation

Kiprono, Moses. Mathematical Analysis of Hallucination Dynamics in Large Language Models: Uncertainty Quantification, Advanced Decoding, and Principled Mitigation. 2025.

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