Subjective question generation and answer evaluation using NLP
This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science and Engineering, 2023.
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Brac University
2024
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| Länkar: | http://hdl.handle.net/10361/23647 |
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10361-23647 |
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10361-236472024-07-03T21:04:13Z Subjective question generation and answer evaluation using NLP Swapno, Ahmed Symum Hamid, Mohammad Rafid Shaheer, Safwan Nur, Yaseen Rasel, Annajiat Alim Department of Computer Science and Engineering, Brac University Question generation Answer evaluation Machine learning Language processing Automatic answer grading Natural language processing (Computer science) Artificial intelligence This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science and Engineering, 2023. Cataloged from PDF version of thesis. Includes bibliographical references (pages 38-39). Natural Language Processing (NLP) is one of the most revolutionary technologies today. It uses artificial intelligence to understand human text and spoken words. It is used for text summarization, grammar checking, sentiment analysis, and advanced chatbots and has many more potential use cases. Furthermore, it has also made its mark on the education sector. Much research and advancements have already been conducted on objective question generation; however, automated subjective question generation and answer evaluation are still in progress. An automated system to generate subjective questions and evaluate the answers can help teachers in assessing student work and enhance the learning experience of the students by allowing them to self-assess their understanding after reading an article or a chapter of a book. This research aims to improve current NLP models or make a novel one for automated subjective question generation and answer evaluation from text input. Ahmed Symum Swapno Mohammad Rafid Hamid Safwan Shaheer Yaseen Nur B.Sc. in Computer Science 2024-07-03T04:36:30Z 2024-07-03T04:36:30Z ©2023 2023 Thesis ID 20101308 ID 20101491 ID 22241148 ID 22241147 http://hdl.handle.net/10361/23647 en Brac University theses are protected by copyright. They may be viewed from this source for any purpose, but reproduction or distribution in any format is prohibited without written permission. 48 pages application/pdf Brac University |
| institution |
Brac University |
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Institutional Repository |
| language |
English |
| topic |
Question generation Answer evaluation Machine learning Language processing Automatic answer grading Natural language processing (Computer science) Artificial intelligence |
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Question generation Answer evaluation Machine learning Language processing Automatic answer grading Natural language processing (Computer science) Artificial intelligence Swapno, Ahmed Symum Hamid, Mohammad Rafid Shaheer, Safwan Nur, Yaseen Subjective question generation and answer evaluation using NLP |
| description |
This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science and Engineering, 2023. |
| author2 |
Rasel, Annajiat Alim |
| author_facet |
Rasel, Annajiat Alim Swapno, Ahmed Symum Hamid, Mohammad Rafid Shaheer, Safwan Nur, Yaseen |
| format |
Thesis |
| author |
Swapno, Ahmed Symum Hamid, Mohammad Rafid Shaheer, Safwan Nur, Yaseen |
| author_sort |
Swapno, Ahmed Symum |
| title |
Subjective question generation and answer evaluation using NLP |
| title_short |
Subjective question generation and answer evaluation using NLP |
| title_full |
Subjective question generation and answer evaluation using NLP |
| title_fullStr |
Subjective question generation and answer evaluation using NLP |
| title_full_unstemmed |
Subjective question generation and answer evaluation using NLP |
| title_sort |
subjective question generation and answer evaluation using nlp |
| publisher |
Brac University |
| publishDate |
2024 |
| url |
http://hdl.handle.net/10361/23647 |
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AT swapnoahmedsymum subjectivequestiongenerationandanswerevaluationusingnlp AT hamidmohammadrafid subjectivequestiongenerationandanswerevaluationusingnlp AT shaheersafwan subjectivequestiongenerationandanswerevaluationusingnlp AT nuryaseen subjectivequestiongenerationandanswerevaluationusingnlp |
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