View Proposal

Proposer
Ian Tan
Title
Automated Essay Scoring System using Large Language Model API
Goal
A software system that accepts English short essays and grade them.
Description
The different Large Language Models (LLM) have different strengths. This project does not aim to build LLM models but to utilise existing LLM API services for the purposes of grading short English essays. It is predominantly a software development project for an application that can accept single or multiple essay submissions and grade them. There should be a backend connector to APIs and the intent is also to evaluate which LLM API would be most suited for automated essay scoring (AES). This should be evaluated based on human-computer agreement on the scoring.
Resources
Subscription to APIs where necessary. Hosting server.
Background
Url
Difficulty Level
Moderate
Ethical Approval
None
Number Of Students
1
Supervisor
Ian Tan
Keywords
automated essay scoring, llm, bard, chatgpt, llama
Degrees
Bachelor of Science in Computing Science
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