Introduction to Utilizing LLMs in Research
Date:
This talk aims to share my experience in constructing prompts to instruct LLMs. The topics include, but are not limited to: common prompting strategies, popular LLMs that are not only used for conducting research but also serve as the backend technology for software, such as chatbots, code debugging agents, data science analytics, comparsion between prompting and fine-tuning, and more. Additionally, I briefly demonstrate how I leverage the prevailing LangChain Python API to implement the Few-Shot Chain-of-Thought prompting.