Suggestion about adding one evaluation paper about LLMs in science

[taichengguo]

Thanks for your interesting and comprehensive survey.

If possible, please consider adding our evaluation work about LLMs in chemistry, "What indeed can GPT models do in chemistry? A comprehensive benchmark on eight tasks" (https://arxiv.org/abs/2305.18365) to the list.

Our work mainly establish a comprehensive benchmark containing 8 practical chemistry tasks to evaluate LLMs (GPT-4, GPT-3.5,and Davinci-003) for each chemistry task in zero-shot and few-shot in-context learning settings. We aim to solve the lack of comprehensive assessment of LLMs in the field of chemistry.

Thanks! 😊

[MLGroupJLU]

Thank you for your interest in our paper.
Your research is valuable and well done and we plan to include it in our survey.
After a while, we will upload the updated version of the paper to arXiv, looking forward to your attention.

[taichengguo]

Thanks!