Zheng, Lianmin

Judging LLM-as-a-Judge with MT-Bench and Chatbot Arena

Zheng, L., Chiang, W.-L., Sheng, Y., Zhuang, S., Wu, Z., Zhuang, Y., Lin, Z., Li, Z., Li, D., Xing, E. P., et al. (2023) · arXiv

Artificial Intelligence in LawTopic Modeling

Cited by 1,888

SGLang: Efficient Execution of Structured Language Model Programs

Zheng, L., Yin, L., Xie, Z., Sun, C., Huang, J., Yu, C. H., Cao, S., Kozyrakis, C., Stoica, I., Gonzalez, J. E., et al. (2023) · arXiv

Natural Language Processing TechniquesParallel Computing and Optimization Techniques

Cited by 145

Alpa: Automating Inter- and Intra-Operator Parallelism for Distributed Deep Learning

Zheng, L., Li, Z., Zhang, H., Zhuang, Y., Chen, Z., Huang, Y., Wang, Y., Xu, Y., Zhuo, D., Xing, E. P., et al. (2022) · arXiv

Parallel Computing and Optimization TechniquesAdvanced Neural Network Applications

Cited by 124

Chatbot Arena: An Open Platform for Evaluating LLMs by Human Preference

Chiang, W.-L., Zheng, L., Sheng, Y., Angelopoulos, A. N., Li, T., Li, D., Zhang, H., Zhu, B., Jordan, M., Gonzalez, J. E., et al. (2024) · arXiv

Constraint Satisfaction and OptimizationNatural Language Processing Techniques

Cited by 118

FlexGen: High-Throughput Generative Inference of Large Language Models with a Single GPU

Sheng, Y., Zheng, L., Yuan, B., Li, Z., Ryabinin, M., Fu, D. Y., Xie, Z., Chen, B., Barrett, C., Gonzalez, J. E., et al. (2023) · arXiv

Parallel Computing and Optimization TechniquesNatural Language Processing Techniques

Cited by 86

LMSYS-Chat-1M: A Large-Scale Real-World LLM Conversation Dataset

Zheng, L., Chiang, W.-L., Sheng, Y., Li, T., Zhuang, S., Wu, Z., Zhuang, Y., Li, Z., Lin, Z., Xing, E. P., et al. (2023) · arXiv

Speech and dialogue systemsTopic Modeling

Cited by 27

Towards Optimal Caching and Model Selection for Large Model Inference

Zhu, B., Sheng, Y., Zheng, L., Barrett, C., Jordan, M., & Jiao, J. (2023) · Advances in Neural Information Processing Systems 36

Parallel Computing and Optimization TechniquesAdvanced Neural Network Applications

Cited by 2