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Shweta
Shweta
Assistant Professor
Office Address:
MB-209C, Main Block, Department of Computer Science and Engineering, National Institute of Technology Calicut, Kozhikode, 673601
Ph. D. (interdisciplinary area of natural language processing and software engineering) from IIIT Alalhabad
M.Tech. in Software Engineering (IT) from IIIT Allahabad
B. Tech. (Computer Science and Engineering) from UPTU
Educational Qualifications
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Ph. D. (interdisciplinary area of natural language processing and software engineering) from IIIT Alalhabad
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M.Tech. in Software Engineering (IT) from IIIT Allahabad
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B. Tech. (Computer Science and Engineering) from UPTU
Software Engineering
Natural Language Processing
Software Engineering for Machine learning
Software Engineering for Robotics
Software Modeling
Requirement Engineering
Journals
Shweta and R. Sanyal, "Impact of passive and negative sentences in automatic generation of static uml diagram Based on nlp," Journal of Intelligent and Fuzzy Systems, vol. 39, no. 2, pp. 2047-2059, August 2020.[Online]. Available: https://doi.org/10.3233/JIFS-179871
Shweta, Sanyal, R. and Ghoshal, B. (2021), "Automated class diagram elicitation using intermediate use case template". IET Soft, 15: 25-42, 2021. https://doi.org/10.1049/sfw2.12010
Sanyal, Ratna, and Bibhas Ghoshal. "A Hybrid Approach to Extract Conceptual Diagram from Software Requirements." Science of Computer Programming (2024): 103186. https://authors.elsevier.com/a/1jgSqc7X5A%7E58
Conferences
Shweta, R. Sanyal, and B. Ghoshal, "Automatic extraction of structural model from semi structured software requirement specication," in Proc. IEEE/ACIS 17th International Conference on Computer and Information Science (ICIS). Singapore: IEEE, June 2018, pp. 543-58. [Online]. Available: https: //doi.org/10.1109/ICIS.2018.8466406
D. Ahirwar, Shweta, K. Shakya, S. Roy Chowdhury, "Gradient Boosting algorithms to Classify fNIRS", 2021 IEEE-EMBS International Conference on Biomedical and Health Informatics (IEEE BHI 2021, Extended Abstract), July 27-30, 2021
Shweta, Suyash Mittal and Suryansh Chauhan, “Advancing Class Diagram Extraction from Requirement Text: A Transformer-Based Approach”, 20th International Conference on Natural Language Processing (ICON-2023), Goa University, Goa, NLP Association of India (NLPAI), December 14-17, 2023.
V. K. Singh and Shweta, "Sniffing Out Code Smells with Precision: Evaluating Two Data Balancing Strategies for Severity Classification," 2025 IEEE 9th International Conference on Information and Communication Technology (CICT), Chennai, India, 2025, pp. 1-6, doi: 10.1109/CICT67193.2025.11399157.
Professional Experience
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Assistant Professor in CSE Department, Institute of Technical Education and Research (ITER), Siksha 'O' Anusandhan Deemed to be University in Bhubaneswar, Odisha (2021-2022)
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Assistant Professor in CSE departement, LNMIIT, Jaipur (2023-2024)
Aspiring PhD students willing to work with me may apply for the PhD program at NIT Calicut, Computer Science Department.