Online workshop on LLM text classificationInfo Location Attendee Categories Contact More Info Event Information
DescriptionDate: Wed 15 January 2025 Time: 16.00-18.00 UK time. Platform: Zoom This short workshop introduces text classification with Large Language Models (LLMs). We mainly focus on the fundamentals of constructing an effective prompt, such as prompt structure and format, in-context learning, chain-of-thought prompting, 0-shot techniques etc. We also talk about common mistakes and things to avoid. We want to provide hands-on experiences with OpenAI’s GPT, showing how to use the OpenAI playground, the OpenAI API and different models (GPT 4, o1). You can bring your own text data to try out prompts. Putting 5$ credit with OpenAI is optional but recommended. Basic Python or JavaScript knowledge is useful but optional.
*Please note that this event will be recorded.
Event Location
Attendee CategoriesAcademics
Additional ItemsContactFor more information or any queries, please contact [email protected] More InformationRequirements: - Interest in text classification - Minimum $5 worth of credits in an OpenAI account or access to ChatGPTplus (optional but recommended) - Basic knowledge of Python or JavaScript (optional)
What you get out of it: - Fundamentals of constructing an effective prompt: + Optimal prompt structure and format + Fundamental prompt engineering techniques - In-context learning - Chain-of-thought prompting + 0-shot instruction techniques + Common mistakes / things to avoid - Hands on experience with using GPT for text classification. - How to use OpenAI Playground - How to use OpenAI API - When to use which model (GPT-4, o1) | |||||||||||||||
