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"I understand why I got this grade": Automatic Short Answer Grading with Feedback

Project Overview

The document explores the transformative role of generative AI in education, highlighting its diverse applications and impactful outcomes. It discusses how generative AI tools, such as chatbots and content generation software, are being integrated into educational environments to enhance personalized learning experiences, facilitate tutoring, and streamline administrative tasks. Key applications include creating customized learning materials, providing instant feedback on assignments, and supporting educators with lesson planning and grading. The findings indicate that generative AI can significantly improve student engagement and comprehension by catering to individual learning styles and pacing. Furthermore, the document emphasizes the importance of ethical considerations and potential biases in AI tools, urging educators and developers to ensure transparency and inclusivity in their implementations. Overall, the outcomes suggest that when effectively integrated, generative AI can not only enhance educational efficiency but also foster a more interactive and tailored learning atmosphere, ultimately preparing students for a future where technology plays a central role in their education.

Project Team

Dishank Aggarwal

Researcher

Pritam Sil

Researcher

Bhaskaran Raman

Researcher

Pushpak Bhattacharyya

Researcher

Contact Information

For information about the paper, please contact the authors.

Authors: Dishank Aggarwal, Pritam Sil, Bhaskaran Raman, Pushpak Bhattacharyya

Source Publication: View Original PaperLink opens in a new window

Project Contact: Dr. Jianhua Yang

LLM Model Version: gpt-4o-mini-2024-07-18

Analysis Provider: Openai

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