Publications & Presentations

Natural Language Processing Shared Tasks

TECHSSN at SemEval-2025 Task 10: A Comparative Analysis of Transformer Models for Dominant Narrative-Based News Summarization
Premnath, P., Yenumulapalli, V.O., Mohankumar P., Sivanaiah, R., Suseelan, A.D.
Proceedings of SemEval-2025 @ ACL, July 2025
PDF | Code

From Feature-based Algorithms to Transformers: A Study on Detecting Subjectivity
Premnath, P., Subramani, P.V., Salim N.R., Bharathi B.
Working Notes of CLEF 2024, Grenoble, France, September 2024
PDF | Code

TECHSSN1 at SemEval-2024 Task 10: Emotion Classification in Hindi-English Code-Mixed Dialogue using Transformer-based Models
Yenumulapalli, V.O., Premnath, P., Mohankumar P., Sivanaiah, R., Suseelan, A.D.
Proceedings of SemEval-2024 @ NAACL, Mexico City, Mexico, 2024
PDF | Code

Optimizing visual pairings: A CLIP framework for precision news image rematching
Premnath, P., Yenumulapalli, V.O., Sivanaiah, R., Suseelan, A.D.
Working Notes of MediaEval 2023, Amsterdam, Netherlands, February 2024
PDF

Journal Articles

Bernstein polynomials and Bezier curves: a novel modeling approach to secure ECG data transmission
Rajagopal, P., Premnath, P. & Arumugam, C.
International Journal of Information Technology, 16, 1043–1053 (2024)
PDF

Selected Presentations

Generative AI Methods for Synthesizing Realistic ECG Data
Premnath, P., Hassan T.U., Sun W., Islam S., Kalmady S., Greiner R., Kaul P.
ReverseExpo 2024, University of Alberta, Edmonton, Canada, September 2024
Poster (PDF)

Batch Network Slicing for OTT Services in a Demand-Aware SDN Environment
Premnath, P., Yenumulapalli, V.O., Giridharan S.B., Hamead S., Dhannya S.M.
NetMob 2023, Madrid, Spain, October 2023
Poster (PDF)