Xiong, J.; Pan, L.; Liu, Y.; Zhu, L.; Zhang, L.; Tan, S.
Enhancing Plant Protection Knowledge with Large Language Models: A Fine-Tuned Question-Answering System Using LoRA. Appl. Sci. 2025, 15, 3850.
https://doi.org/10.3390/app15073850
AMA Style
Xiong J, Pan L, Liu Y, Zhu L, Zhang L, Tan S.
Enhancing Plant Protection Knowledge with Large Language Models: A Fine-Tuned Question-Answering System Using LoRA. Applied Sciences. 2025; 15(7):3850.
https://doi.org/10.3390/app15073850
Chicago/Turabian Style
Xiong, Jie, Lingmin Pan, Yanjiao Liu, Lei Zhu, Lizhuo Zhang, and Siqiao Tan.
2025. "Enhancing Plant Protection Knowledge with Large Language Models: A Fine-Tuned Question-Answering System Using LoRA" Applied Sciences 15, no. 7: 3850.
https://doi.org/10.3390/app15073850
APA Style
Xiong, J., Pan, L., Liu, Y., Zhu, L., Zhang, L., & Tan, S.
(2025). Enhancing Plant Protection Knowledge with Large Language Models: A Fine-Tuned Question-Answering System Using LoRA. Applied Sciences, 15(7), 3850.
https://doi.org/10.3390/app15073850