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Dr. JEENA KLEENANKANDY

Assistant Professor

Department of Computer Science

Cochin University of Science and Technology
Kochi - 682022, Kerala, India

E-mail-

jeenakk@cusat.ac.in



BRIEF BIO
Dr. Jeena Kleenankandy is an Assistant Professor at Department of Computer Science , Cochin University of Science and Technology (CUSAT), Kochi, Kerala. She has a Doctorate in Computer Science and Engineering from NIT Calicut for the thesis titled "Linguistically motivated deep learning models for measuring semantic textual similarity". Though her interests spread across multiple domains, her expertise is in the area of Natural Language Processing and Artificial Intelligence. Dr. Jeena has been working as an Assistant Professor at Amrita University Ettimadai before returning to her alma mater CUSAT. She started her career as a Project Engineer at Wipro Technologies, Kochi in 2007, and her teaching career at Chinmaya Institute of Technology, Kannur in 2011. In total, she has a 15 years of work experience which includes 7 yrs in teaching, 1.5 year in industry, and 6.5 years as full-time research scholar. She holds B.Tech in CSE M.Tech degree in Software Engineering from CUSAT.

RESEARCH INTERESTS
Automatic Prompt Engineering, Deep Learning, Large Language Models, Natural Language Processing

RESEARCH PROFILES
Publons : https://www.webofscience.com/wos/author/record/HGC-8226-2022
Scopus : https://www.scopus.com/authid/detail.uri?authorId=56406471000
Google Scholar : https://scholar.google.com/citations?user=SOYNU-cAAAAJ&hl=en

JOURNAL PUBLICATIONS (RECENT) [TOTAL PUBLICATIONS : 1]
  • An enhanced Tree-LSTM architecture for sentence semantic modeling using typed dependencies, Information Processing and Management, Elsevier Vol. 57, 2020

  • CONFERENCE PUBLICATIONS (RECENT) [TOTAL PUBLICATIONS : 4]
  • Recognizing semantic relation in sentence pairs using Tree-RNNs and Typed dependencies, 2020 6th IEEE Congress on Information Science and Technology (CiSt), 2021

  • Deep Learning Models for Natural Language Processing: An Overview, Virtual Conference On Computing and Informatics, 2020

  • Identifying synonyms in bigram phrases using Compositional DSM and Artificial Neural Network, 2019 International Conference on Computing, Power and Communication Technologies (GUCON), 2019

  • Implementation of Sandhi-rule based compound word generator for Malayalam, 2014 Fourth International Conference on Advances in Computing and Communications, 2014