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Ms. Namrata Kumari

Assistant Professor

Ms. Namrata Kumari is currently working as an Assistant Professor in the School of Computing Science and Engineering. She has been associated with Galgotias University since 2023. She is pursuing a Ph.D. from NIT Hamirpur. She did M.Tech. from Banasthali University and B.Tech. from Dr. A.P.J. Abdul Kalam Technical University, Lucknow (formerly UPTU). She has worked at IIT Mandi and DRDO, Delhi. She has published various research papers in International Journals/Conferences. Her area of interest broadly includes Natural Language Processing, Data Science, Machine Learning, and Artificial Intelligence.

Experience and Designation:

  • 2.3 years of teaching experience

Academic Qualification:

  • Ph.D in Computer Science and Engineering
  • M. Tech. in Computer Science and Engineering
  • B. Tech. in Computer Science and Engineering

Publications:

  • Kumari, N. and Singh, P. (2023). Hindi Text Summarization Using Sequence to Sequence Neural Network. ACM Trans. Asian Low-Resour. Lang. Inf. Process. 22, 10, Article 239 (October 2023), 18 pages. https://doi.org/10.1145/3624013.
  • Kumari, N.,Guleria, A., Sood, R., and Singh, P. (2019). A Supervised Approach for Keyphrase Extraction using SVM. International Journal of Control and Automation, 12(5), 469 - 477. Retrieved from http://sersc.org/journals/index.php/IJCA/article/view/2653. Scopus Indexed.
  • Kumari, N. and Singh, P.(2020). Automated Hindi Text Summarization Using TF-IDF and TextRank. Journal of Critical Reviews, Vol. 7, No. 17, 2020, pp. 2547-2555. Scopus indexed.
  • Kumari, N., and Singh, P. (2021). Text Summarization and Its Types: A Literature Review. In R. Pazos-Rangel, R. Florencia-Juarez, M. Paredes-Valverde, & G. Rivera (Ed.), Handbook of Research on Natural Language Processing and Smart Service Systems (pp. 368-378). Scopus Indexed.
  • Sarkar, S., Singh, P., Kumari, N., and Kashtriya P. (2022). The task of Question Answering in NLP A Comprehensive Review. International Conference on Recent Innovations in Computing (ICRIC-2022). Springer.
  • Jamwal, A., Singh, P., and Kumari, N. (2022). Survey of Text Summarization Stratification. International Conference on Recent Innovations in Computing (ICRIC-2022). Springer.
  • Kumari, N. & Sharma, N. & Singh, P. (2023). Performance of Optimizers in Text Summarization for News Articles. International Conference on Machine Learning and Data Engineering (ICMLDE 2022). Elsevier.

Membership Certification & Association:

  • ACM Member
  • IEEE Professional
  • IEEE WIE

Programming Skill/Knowledge:

  • Python
  • Java
  • MATLAB

Area of Interest:

  • Natural Language Processing
  • Soft Computing
  • Machine Learning
  • Artificial Intelligence
  • Data Science