Can I read Ai-Ta: Towards An Intelligent Question-Answer Teaching Assistant Using Open-Source Llms on EtoBox?

Ai-Ta: Towards An Intelligent Question-Answer Teaching Assistant Using Open-Source Llms by monishvenkat2005 is a document available to read on EtoBox.

What is Ai-Ta: Towards An Intelligent Question-Answer Teaching Assistant Using Open-Source Llms about?

The document presents AI-TA, an intelligent question-answering teaching assistant that utilizes open-source Large Language Models (LLMs) to enhance the efficiency of responding to student inquiries in computing courses. By employing techniques such as retrieval augmented generation, supervised fine-tuning, and direct preference optimization, the system achieved a 30% improvement in answer quality based on extensive evaluations using a dataset from an introductory CS course. The research highlights the poten

Author

monishvenkat2005

Language

EN