Chen, Lingjiao

FrugalGPT: How to Use Large Language Models While Reducing Cost and Improving Performance

Chen, L., Zaharia, M., & Zou, J. (2023) · arXiv

Topic ModelingNatural Language Processing Techniques

Cited by 889

How is ChatGPT's behavior changing over time?

Chen, L., Zaharia, M., & Zou, J. (2023) · arXiv

Topic ModelingNatural Language Processing Techniques

Cited by 507

How Is ChatGPT’s Behavior Changing Over Time?

Chen, L., Zaharia, M., & Zou, J. (2024) · Harvard Data Science Review

Topic ModelingNatural Language Processing Techniques

Cited by 507

Monitoring AI-Modified Content at Scale: A Case Study on the Impact of ChatGPT on AI Conference Peer Reviews

Liang, W., Izzo, Z., Zhang, Y., Lepp, H., Cao, H., Zhao, X., Chen, L., Ye, H., Liu, S., Huang, Z., et al. (2024) · arXiv

Authorship Attribution and ProfilingAcademic integrity and plagiarism

Cited by 73

Are More LLM Calls All You Need? Towards Scaling Laws of Compound Inference Systems

Chen, L., Davis, J. Q., Hanin, B., Bailis, P., Stoica, I., Zaharia, M., & Zou, J. (2024) · arXiv

Topic ModelingNatural Language Processing Techniques

Cited by 7

DataPerf: Benchmarks for Data-Centric AI Development

Mazumder, M., Banbury, C., Yao, X., Karlaš, B., Rojas, W. G., Diamos, S., Diamos, G., He, L., Parrish, A., Kirk, H. R., et al. (2023) · Advances in Neural Information Processing Systems 36

Advanced Database Systems and QueriesScientific Computing and Data Management

Cited by 5

Specifications: The missing link to making the development of LLM systems an engineering discipline

Stoica, I., Zaharia, M., Gonzalez, J., Goldberg, K., Sen, K., Zhang, H., Angelopoulos, A., Patil, S. G., Chen, L., Chiang, W.-L., et al. (2024) · arXiv

Natural Language Processing TechniquesTopic Modeling

Cited by 2