Shreya Agarwal

@iiitsurat.ac.in

Teaching Assistant , Computer Science and Engineering
INDIAN INSTITUTE OF INFORMATION TECHNOLOGY

Shreya Agarwal is a Teaching Assistant in the Computer Science Department at IIIT-Surat. She has a strong academic background,
with a B.Tech and a Master's in Science, in Computer Science, from Dr. APJ Abdul Kalam Technical University and JK Institute of Applied Physics and
Technology, respectively. Her research interests lie in Natural Language Processing (NLP), and her recently submitted P.hD. thesis focuses on
developing anaphora resolution systems for Indian languages. Shreya is an active member of the academic community, having participated in
generative AI workshops with IIT-Ghandhinagar (organised by the ACM and sponsored by Microsoft) and advanced NLP courses at IIIT-Hyderabad.
In addition to her core research, she has also studied and presented on the topic of bias in automated systems against people with disabilities.
Her work was featured at a two-day national seminar, "The Past, Present and Future of Disability-Inclusive India: Celebrating 75 Years of India’s
Indepe

EDUCATION

B.Tech CSE, M.Sc CSE, PhD in NLP

RESEARCH, TEACHING, or OTHER INTERESTS

Artificial Intelligence, Information Systems, Computer Science Applications, Computational Theory and Mathematics

FUTURE PROJECTS

NLP4HEALTH IN Indian Languages


Applications Invited
Collaborators
7

Scopus Publications

21

Scholar Citations

2

Scholar h-index

1

Scholar i10-index

Scopus Publications

RECENT SCHOLAR PUBLICATIONS

  • SAHA: Samvad AI for Healthcare Assistance
    A Kumar, RK Nayak, J Naik, R Kumar, D Bhatia, S Agarwal
    NLP-AI4Health, 80-85 , 2025
    2025
    Citations: 1
  • Harnessing AI for Health and Knowledge: An Investigation into Machine and Deep Learning Models for Medical and Textual Data
    A Abbas, S Agarwal, M Jaiswal, P Jha, TJ Siddiqui
    SN Computer Science 6 (6), 696 , 2025
    2025
    Citations: 1
  • A Novel Hybrid Method for Pronominal Anaphora Resolution in Hindi Text
    S Agarwal, P Jha, T Siddiqui
    Journal of Information Systems Engineering and Management 10 (42) , 2025
    2025
  • A Hybrid Stacked Ensemble Model for Resolving Pronominal Anaphoric Ambiguity in Hindi Discourse
    S Agarwal, P Jha, A Abbas, TJ Siddiqui
    SN Computer Science 6 (3), 248 , 2025
    2025
  • Unsupervised hindi word sense disambiguation using graph based centrality measures
    TJS Prajna Jha, Shreya Agarwal, Ali Abbas, Satyendr Singh
    IAES International Journal of Artificial Intelligence (IJ-AI) 14 (4), 4957-4964 , 2024
    2024
  • Enhanced multi-class newsgroup document classification using N-gram approach
    A Abbas, M Jaiswal, S Agarwal, P Jha, TJ Siddiqui
    Migration Lett. 21 (6), 262-277 , 2024
    2024
    Citations: 2
  • A Novel Unsupervısed Graph-Based Algorıthm for Hindi Word Sense Disambiguation
    P Jha, S Agarwal, A Abbas, TJ Siddiqui
    SN Computer Science 4 (5), 675 , 2023
    2023
    Citations: 10
  • Performance Based Comparative Analysis of Naïve Bayes Variants for Text Classification
    A Abbas, M Jaiswal, S Agarwal, P Jha, TJ Siddiqui
    International Conference on Data Science and Communication, 295-310 , 2023
    2023
    Citations: 2
  • Comparative Analysis of Path-based Similarity Measures for Word Sense Disambiguation
    P Jha, S Agarwal, A Abbas, T Siddiqui
    2023 3rd International conference on Artificial Intelligence and Signal … , 2023
    2023
    Citations: 4
  • Information Extraction for Design of a Multi-feature Hybrid Approach for Pronominal Anaphora Resolution in a Low Resource Language
    S Agarwal, P Jha, A Abbas, TJ Siddiqui
    International Conference on Advanced Computing, Machine Learning, Robotics … , 2023
    2023
    Citations: 1
  • A Hybrid Framework for Implementing Modified K-Means Clustering Algorithm for Hindi Word Sense Disambiguation
    P Jha, S Agarwal, A Abbas, TJ Siddiqui
    International Conference on Advanced Computing, Machine Learning, Robotics … , 2023
    2023
  • Pronominal Anaphora Resolution in Hindi Discourse
    SA T J Siddiqui
    International Conference on Advancement in Electrical & Electronics … , 2022
    2022

MOST CITED SCHOLAR PUBLICATIONS

  • A Novel Unsupervısed Graph-Based Algorıthm for Hindi Word Sense Disambiguation
    P Jha, S Agarwal, A Abbas, TJ Siddiqui
    SN Computer Science 4 (5), 675 , 2023
    2023
    Citations: 10
  • Comparative Analysis of Path-based Similarity Measures for Word Sense Disambiguation
    P Jha, S Agarwal, A Abbas, T Siddiqui
    2023 3rd International conference on Artificial Intelligence and Signal … , 2023
    2023
    Citations: 4
  • Enhanced multi-class newsgroup document classification using N-gram approach
    A Abbas, M Jaiswal, S Agarwal, P Jha, TJ Siddiqui
    Migration Lett. 21 (6), 262-277 , 2024
    2024
    Citations: 2
  • Performance Based Comparative Analysis of Naïve Bayes Variants for Text Classification
    A Abbas, M Jaiswal, S Agarwal, P Jha, TJ Siddiqui
    International Conference on Data Science and Communication, 295-310 , 2023
    2023
    Citations: 2
  • SAHA: Samvad AI for Healthcare Assistance
    A Kumar, RK Nayak, J Naik, R Kumar, D Bhatia, S Agarwal
    NLP-AI4Health, 80-85 , 2025
    2025
    Citations: 1
  • Harnessing AI for Health and Knowledge: An Investigation into Machine and Deep Learning Models for Medical and Textual Data
    A Abbas, S Agarwal, M Jaiswal, P Jha, TJ Siddiqui
    SN Computer Science 6 (6), 696 , 2025
    2025
    Citations: 1
  • Information Extraction for Design of a Multi-feature Hybrid Approach for Pronominal Anaphora Resolution in a Low Resource Language
    S Agarwal, P Jha, A Abbas, TJ Siddiqui
    International Conference on Advanced Computing, Machine Learning, Robotics … , 2023
    2023
    Citations: 1
  • A Novel Hybrid Method for Pronominal Anaphora Resolution in Hindi Text
    S Agarwal, P Jha, T Siddiqui
    Journal of Information Systems Engineering and Management 10 (42) , 2025
    2025
  • A Hybrid Stacked Ensemble Model for Resolving Pronominal Anaphoric Ambiguity in Hindi Discourse
    S Agarwal, P Jha, A Abbas, TJ Siddiqui
    SN Computer Science 6 (3), 248 , 2025
    2025
  • Unsupervised hindi word sense disambiguation using graph based centrality measures
    TJS Prajna Jha, Shreya Agarwal, Ali Abbas, Satyendr Singh
    IAES International Journal of Artificial Intelligence (IJ-AI) 14 (4), 4957-4964 , 2024
    2024
  • A Hybrid Framework for Implementing Modified K-Means Clustering Algorithm for Hindi Word Sense Disambiguation
    P Jha, S Agarwal, A Abbas, TJ Siddiqui
    International Conference on Advanced Computing, Machine Learning, Robotics … , 2023
    2023
  • Pronominal Anaphora Resolution in Hindi Discourse
    SA T J Siddiqui
    International Conference on Advancement in Electrical & Electronics … , 2022
    2022