mmdspf / artificial-intelligence-applications-resources

Resources for AI Applications Integration (Environmental integration)

AI-Applications-Integration-Resources

AI +

Finance

Bloomberggpt: A large language model for finance.
S Wu, O Irsoy, S Lu, V Dabravolski, M Dredze, S Gehrmann, P Kambadur, D Rosenberg.
arXiv:2303.17564, 2023. [Paper]

Medical

Huatuogpt, towards taming language model to be a doctor.
H Zhang, J Chen, F Jiang, F Yu, Z Chen, J Li, G Chen, X Wu, Z Zhang, Q Xiao, X Wan, et al.
arXiv:2305.15075, 2023. [Paper]

Law

Lawyer llama technical report.
Q Huang, M Tao, C Zhang, Z An, C Jiang, et al.
arXiv, 2023. [Paper]

Software

Using an LLM to Help With Code Understanding.
D Nam, A Macvean, V Hellendoorn, et al.
ICSE, 2024. [Paper]

Education

Towards applying powerful large ai models in classroom teaching: Opportunities, challenges and prospects.
K Tan, T Pang, C Fan, S Yu.
arxiv:2305.03433, 2023. [Paper]

Research

Optics

OpticalBERT and OpticalTable-SQA: Text- and Table-Based Language Models for the Optical-Materials Domain.
J Zhao, S Huang, JM Cole.
Journal of Chemical Information and Modeling, 2023. [Paper]

TeleCom

Large language model (llm) for telecommunications: A comprehensive survey on principles, key techniques, and opportunities.
H Zhou, C Hu, Y Yuan, Y Cui, Y Jin, C Chen, H Wu, D Yuan, L Jiang, D Wu, X Liu, C Zhang, et al.
arXiv:2405.10825, 2024. [Paper]

AI Agent

A Survey on Large Language Model based Autonomous Agents.
L Wang, C Ma, X Feng, Z Zhang, H Yang, J Zhang, Z Chen, J Tang, X Chen, Y Lin, WX Zhao, et al.
Frontiers of Computer Science, 2024. [Homepage]

The rise and potential of large language model based agents: A survey.
Z Xi, W Chen, X Guo, W He, Y Ding, B Hong, M Zhang, J Wang, S Jin, E Zhou, R Zheng, et al.
arXiv:2309.07864, 2023. [Paper]

Toolllm: Facilitating large language models to master 16000+ real-world apis.
Y Qin, S Liang, Y Ye, K Zhu, L Yan, Y Lu, Y Lin, X Cong, X Tang, B Qian, S Zhao, R Tian, et al.
arXiv:2307.16789, 2023. [Paper]