ChatEd: A Chatbot Leveraging ChatGPT for an Enhanced Learning Experience in Higher Education
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arXiv
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| Autores principales: | , , |
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| Formato: | Preprint |
| Publicado: |
2023
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| Acceso en línea: | |
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| _version_ | 1866929195567808512 |
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| author | Wang, Kevin Ramos, Jason Lawrence, Ramon |
| author_facet | Wang, Kevin Ramos, Jason Lawrence, Ramon |
| contents | With the rapid evolution of Natural Language Processing (NLP), Large Language Models (LLMs) like ChatGPT have emerged as powerful tools capable of transforming various sectors. Their vast knowledge base and dynamic interaction capabilities represent significant potential in improving education by operating as a personalized assistant. However, the possibility of generating incorrect, biased, or unhelpful answers are a key challenge to resolve when deploying LLMs in an education context. This work introduces an innovative architecture that combines the strengths of ChatGPT with a traditional information retrieval based chatbot framework to offer enhanced student support in higher education. Our empirical evaluations underscore the high promise of this approach. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2401_00052 |
| institution | arXiv |
| publishDate | 2023 |
| record_format | arxiv |
| spellingShingle | ChatEd: A Chatbot Leveraging ChatGPT for an Enhanced Learning Experience in Higher Education Wang, Kevin Ramos, Jason Lawrence, Ramon Computers and Society Computation and Language With the rapid evolution of Natural Language Processing (NLP), Large Language Models (LLMs) like ChatGPT have emerged as powerful tools capable of transforming various sectors. Their vast knowledge base and dynamic interaction capabilities represent significant potential in improving education by operating as a personalized assistant. However, the possibility of generating incorrect, biased, or unhelpful answers are a key challenge to resolve when deploying LLMs in an education context. This work introduces an innovative architecture that combines the strengths of ChatGPT with a traditional information retrieval based chatbot framework to offer enhanced student support in higher education. Our empirical evaluations underscore the high promise of this approach. |
| title | ChatEd: A Chatbot Leveraging ChatGPT for an Enhanced Learning Experience in Higher Education |
| topic | Computers and Society Computation and Language |
| url | https://arxiv.org/abs/2401.00052 |