A System for the Improvement of Educational Assessment Using Intelligent Conversational Agents

O'Cain, Alden; Fedoruk, Benjamin D.; Masri, Zackary; Frost, Russell; Alahmar, Ayman

doi:10.2139/ssrn.4393234

Cited by 2 publications

(1 citation statement)

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“…Additionally, GPT can generate personalized learning materials and exercises based on students' assessment results, supporting educators to create more tailored and effective learning experiences. The authors in [79] have used Chat GPT in evaluating the students' assignments such as quiz style questions, and also in generating relevant practice problems to improve content retention and understanding. The results were promising in the classroom.…”

Section: ) Impact Of Gpt In Educationmentioning

confidence: 99%

GPT (Generative Pre-Trained Transformer)— A Comprehensive Review on Enabling Technologies, Potential Applications, Emerging Challenges, and Future Directions

Yenduri,

Ramalingam,

Selvi

et al. 2024

IEEE Access

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The Generative Pre-trained Transformer (GPT) represents a notable breakthrough in the domain of natural language processing, which is propelling us toward the development of machines that can understand and communicate using language in a manner that closely resembles that of humans. GPT is based on the transformer architecture, a deep neural network designed for natural language processing tasks. Due to their impressive performance on natural language processing tasks and ability to effectively converse, GPT have gained significant popularity among researchers and industrial communities, making them one of the most widely used and effective models in natural language processing and related fields, which motivated to conduct this review. This review provides a detailed overview of the GPT, including its architecture, working process, training procedures, enabling technologies, and its impact on various applications. In this review, we also explored the potential challenges and limitations of a GPT. Furthermore, we discuss potential solutions and future directions. Overall, this paper aims to provide a comprehensive understanding of GPT, its enabling technologies, their impact on various applications, emerging challenges, and potential solutions.

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Section: ) Impact Of Gpt In Educationmentioning

confidence: 99%