APA (7th ed.) Citation

Shi, C., Macdonald, G., Jalli, B., Lei, W., Zou, J., Jain, M., & Philip, J. (2025). Think Less, Label Better: Multi-Stage Domain-Grounded Synthetic Data Generation for Fine-Tuning Large Language Models in Telecommunications.

Chicago Style (17th ed.) Citation

Shi, Chenhua, Gregor Macdonald, Bhavika Jalli, Wanlu Lei, John Zou, Mridul Jain, and Joji Philip. Think Less, Label Better: Multi-Stage Domain-Grounded Synthetic Data Generation for Fine-Tuning Large Language Models in Telecommunications. 2025.

MLA (9th ed.) Citation

Shi, Chenhua, et al. Think Less, Label Better: Multi-Stage Domain-Grounded Synthetic Data Generation for Fine-Tuning Large Language Models in Telecommunications. 2025.