Welcome to our Indy BI PASS User Group meeting!
Presenter: Brett Ellis
Topic: Exploring LLMs in Action: Automating Essay Grading with AWS Bedrock
Abstract:
n this session, we’ll explore how Large Language Models (LLMs) function and how environments like AWS Bedrock can be utilized in practical applications. We’ll focus on a specific use case: automating the grading of college admissions essays.
Participants will learn how to leverage context stuffing to enhance the model’s understanding of each essay. By embedding entire essays along with specific grading criteria and organized data extraction instructions, we can enable the model to evaluate submissions effectively. This approach not only demonstrates the capabilities of LLMs but also highlights how they can streamline processes in educational settings.
We’ll discuss best practices for structuring prompts to include relevant context, ensuring that the model can provide consistent and insightful evaluations. Join us for an informative discussion that will deepen your understanding of LLMs and their applications in real-world scenarios!
Please RSVP so we can order the appropriate amount of food for our gathering!
