A Survey on Large Language Models: Applications, Challenges, Limitations, and Practical Usage
A survey of large language model applications, limitations and practical usage. Preprint, not peer reviewed.
Authorea, 2023. Preprint, not peer reviewed.
Note
Written in 2023 as a practical orientation to large language models for people about to use them: what they do, where they fail, and what a deployment has to account for. It remains a preprint and is not peer reviewed.
Reference
A Survey on Large Language Models: Applications, Challenges, Limitations, and Practical Usage Authorea, 2023. https://scholar.google.com/scholar?q=%22A%20Survey%20on%20Large%20Language%20Models%3A%20Applications%2C%20Challenges%2C%20Limitations%2C%20and%20Practical%20Usage%22
The publisher record holds the author list.
Details
- TypePreprint
- AreasLarge language model applications, Responsible and generative AI