Beyond One-Model-Fits-All: A Survey of Domain Specialization for Large Language Models. Ling, C., Zhao, X., Lu, J., Deng, C., Zheng, C., Wang, J., Chowdhury, T., Li, Y., Cui, H., Zhang, X., Zhao, T., Panalkar, A., Mehta, D., Pasquali, S., Cheng, W., Wang, H., Liu, Y., Chen, Z., Chen, H., White, C., Gu, Q., Pei, J., Yang, C., & Zhao, L. ACM Computing Surveys, Association for Computing Machinery, 2025.
Beyond One-Model-Fits-All: A Survey of Domain Specialization for Large Language Models [link]Arxiv  bibtex   
@article{ling2025beyond,
  title={Beyond One-Model-Fits-All: A Survey of Domain Specialization for Large Language Models},
  author={Chen Ling and Xujiang Zhao and Jiaying Lu and Chengyuan Deng and Can Zheng and Junxiang Wang and Tanmoy Chowdhury and Yun Li and Hejie Cui and Xuchao Zhang and Tianjiao Zhao and Amit Panalkar and Dhagash Mehta and Stefano Pasquali and Wei Cheng and Haoyu Wang and Yanchi Liu and Zhengzhang Chen and Haifeng Chen and Chris White and Quanquan Gu and Jian Pei and Carl Yang and Liang Zhao},
  publisher = {Association for Computing Machinery},
  journal = {ACM Computing Surveys},
  year={2025},
  url_arXiv  = {https://arxiv.org/abs/2305.18703}
}

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