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Title: :  AUTOMATION OF QUESTION-ANSWER PAIR GENERATION
PaperId: :  20204
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 9 Issue 3 2023
DUI:    16.0415/IJARIIE-20204
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Shreshta B SuyogBangalore Institute Of Technology
Varshini B SBangalore Institute Of Technology
Chavi G JainBangalore Institute Of Technology
V SushmithaBangalore Institute Of Technology
Prof. Nethravathy VBangalore Institute Of Technology

Abstract

Computer Engineering
Question-Answer Pair Generation, Machine Learning, Transformer-based Models, SQuAD 1.1 Dataset
An automatic question answer generation system presents information given in a passage in a manner such that it is easier to assimilate. Automated Question-Answer (QA) pair generation is a critical task in Natural Language Processing, with applications ranging from chatbots to customer support systems. Traditional approaches to generating QA pairs involve significant manual effort and are time-consuming. Recent advancements in deep learning and natural language processing have led to the development of various automated techniques for QA pair generation. In this paper, we propose an automated approach for generating QA pairs using machine learning models. Our proposed approach comprises four main stages: extracting potential spans from the passage on which questions can be formed, generating questions on the spans generated, and ranking the question-answer pairs.

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IJARIIE Shreshta B Suyog, Varshini B S, Chavi G Jain, V Sushmitha, and Prof. Nethravathy V. "AUTOMATION OF QUESTION-ANSWER PAIR GENERATION" International Journal Of Advance Research And Innovative Ideas In Education Volume 9 Issue 3 2023 Page 1129-1135
MLA Shreshta B Suyog, Varshini B S, Chavi G Jain, V Sushmitha, and Prof. Nethravathy V. "AUTOMATION OF QUESTION-ANSWER PAIR GENERATION." International Journal Of Advance Research And Innovative Ideas In Education 9.3(2023) : 1129-1135.
APA Shreshta B Suyog, Varshini B S, Chavi G Jain, V Sushmitha, & Prof. Nethravathy V. (2023). AUTOMATION OF QUESTION-ANSWER PAIR GENERATION. International Journal Of Advance Research And Innovative Ideas In Education, 9(3), 1129-1135.
Chicago Shreshta B Suyog, Varshini B S, Chavi G Jain, V Sushmitha, and Prof. Nethravathy V. "AUTOMATION OF QUESTION-ANSWER PAIR GENERATION." International Journal Of Advance Research And Innovative Ideas In Education 9, no. 3 (2023) : 1129-1135.
Oxford Shreshta B Suyog, Varshini B S, Chavi G Jain, V Sushmitha, and Prof. Nethravathy V. 'AUTOMATION OF QUESTION-ANSWER PAIR GENERATION', International Journal Of Advance Research And Innovative Ideas In Education, vol. 9, no. 3, 2023, p. 1129-1135. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/Automating_Question_Answer_Pair_Generation_ijariie20204.pdf (Accessed : 16 May 2023).
Harvard Shreshta B Suyog, Varshini B S, Chavi G Jain, V Sushmitha, and Prof. Nethravathy V. (2023) 'AUTOMATION OF QUESTION-ANSWER PAIR GENERATION', International Journal Of Advance Research And Innovative Ideas In Education, 9(3), pp. 1129-1135IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/Automating_Question_Answer_Pair_Generation_ijariie20204.pdf (Accessed : 16 May 2023)
IEEE Shreshta B Suyog, Varshini B S, Chavi G Jain, V Sushmitha, and Prof. Nethravathy V, "AUTOMATION OF QUESTION-ANSWER PAIR GENERATION," International Journal Of Advance Research And Innovative Ideas In Education, vol. 9, no. 3, pp. 1129-1135, May-Jun 2023. [Online]. Available: https://ijariie.com/AdminUploadPdf/Automating_Question_Answer_Pair_Generation_ijariie20204.pdf [Accessed : 16 May 2023].
Turabian Shreshta B Suyog, Varshini B S, Chavi G Jain, V Sushmitha, and Prof. Nethravathy V. "AUTOMATION OF QUESTION-ANSWER PAIR GENERATION." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 9 number 3 (16 May 2023).
Vancouver Shreshta B Suyog, Varshini B S, Chavi G Jain, V Sushmitha, and Prof. Nethravathy V. AUTOMATION OF QUESTION-ANSWER PAIR GENERATION. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2023 [Cited : 16 May 2023]; 9(3) : 1129-1135. Available from: https://ijariie.com/AdminUploadPdf/Automating_Question_Answer_Pair_Generation_ijariie20204.pdf
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