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Write a comprehensive lit review on the topic of AI summarization with a focus o

April 9, 2024

Write a comprehensive lit review on the topic of AI summarization with a focus on AI in higher education, please include:
I. Introduction
A. Purpose of the literature review
B. Overview of AI summarization
C. Importance of AI summarization in education
D. Brief overview of ChatGPT-3
II. Historical Perspective
A. Evolution of AI summarization techniques
III. Theoretical Framework
A. Definition and goals of AI summarization
B. Different approaches and methodologies used in AI summarization
IV. Methodology
B. Overview of the evaluation metrics employed, evaluation
criteria for assessing summarization quality
V. User Perspectives and Applications and Future Directions
A. Feedback from users and domain experts on the usability of AI
summarization systems
B. Real-world applications and use cases of ChatGPT-3 and other AI
programs in summarization tasks
A. Emerging trends and advancements in AI summarization research
B. Opportunities for enhancing the performance and scalability of
ChatGPT-3 and other AI programs
C. Addressing remaining challenges and open research questions in
the field
VI. Conclusion
A. Summary of key findings from the literature review
B. Implications of the study for AI summarization research and
practice
C. Recommendations for future research directions
D. Final remarks on the significance of ChatGPT-3 and other AI
programs in advancing AI summarization capabilities
I provided plenty of sources, the number is not specified as you will be referencing various articles from the list, however, some sources are compulsory to use and it is: SumEval by Wojciech Kryscinski, Nenkova, and McKevon pdf, Few shot learners article, The challenging task of summarization by Elena Lloret, ATS comprehensive survey 2020.
Navigating through extensive material while maintaining comprehensiveness and coherence presents a challenge. However, it’s imperative that the writing seamlessly integrates, ensuring fluidity. You may use other sources, as long as they are relevant and academically appropriate. You need to use in-text citations to back up all your information, and use it often to prove your points.

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