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Sreelakshmi K.

Asst. Professor, Computational Engineering and Networking (CEN), Coimbatore

Qualification: B. Tech., M.Tech., Ph.D
k_sreelakshmi@cb.amrita.edu
Google Scholar
Scopus Author ID
Research Interest: Hate and Offensive language Detection, Hate Speech Detection Form Code-Mixed Indian Languages, Social Media Text Analysis
Nature of Association: Regular

Bio

Sreelakshmi K. currently serves as Assistant Professor at the Centre for Excellence in Computational Engineering and Networking (CEN), Amrita Vishwa Vidyapeetham, Coimbatore Campus.

Sreelakshmi finished her B. Tech degree in Electronics and Communication Engineering from Amrita Vishwa Vidyapeetham. She obtained her master’s from Amrita Vishwa Vidyapeetham in Computational Engineering and Networking. After M.Tech she worked as a Machine Learning Engineer in Datendriya Data Science Solutions. Sreelakshmi is currently pursuing her Ph. D. at the CEN department, under the guidance of Dr. Premjith B. Her research is majorly focused on Hate Speech and Offensive Language detection from Code-mixed Indian Languages.

Publications

Journal Article

Year : 2019

Segregation of plastic and non-plastic waste using Convolutional Neural Network

Cite this Research Publication : Sreelakshmi K, Vinay Kumar R, Soman K P, "Segregation of plastic and non-plastic waste using Convolutional Neural Network", in IET Big Data Recommender System, 2019

Publisher : IET Big Data Recommender System

Year : 2019

Hate speech detection for Hindi-English Code-mixed social media text

Cite this Research Publication : Sreelakshmi K, Premjith B, Soman K P, “Hate speech detection for Hindi-English Code-mixed social media text”, in The Seventh International Symposium on Women in Computing and Informatics (WCI'19) 2019.

Publisher : WCI'19

Conference Paper

Year : 2022

Findings of the Shared Task on Multimodal Sentiment Analysis and Troll Meme Classification in Dravidian Languages

Cite this Research Publication : Premjith, B., Chakravarthi, B.R., Subramanian, M., Bharathi, B., Soman, K.P., Vadivel, D., Sreelakshmi, K., Pandian, A., Kumaresan, P.K., Findings of the Shared Task on Multimodal Sentiment Analysis and Troll Meme Classification in Dravidian Languages, (2022) DravidianLangTech 2022 - 2nd Workshop on Speech and Language Technologies for Dravidian Languages, Proceedings of the Workshop, pp. 254-260.

Year : 2021

Hate Speech Detection from Code-mixed Indian Language Using Markov Chains.

Cite this Research Publication : Sreelakshmi K, Premjith B, Gopalakrishnan E A, Soman K P. Hate Speech Detection from Code-mixed Indian Language Using Markov Chains. In Proceedings of the 5th
International Conference on Intelligent Computing and Communication (ICICC-2021).

Publisher : ICICC-2021

Year : 2021

Amrita_CEN_NLP@DravidianLangTech-EACL2021: Deep Learning-based Offensive Language Identification in Malayalam, Tamil and Kannada

Cite this Research Publication : Sreelakshmi, K., Premjith, B., Soman, K.P., Amrita CEN NLP@DravidianLangTech-EACL2021: "Deep Learning-based Offensive Language Identification in Malayalam, Tamil and Kannada", (2021) Proceedings of the 1st Workshop on Speech and Language Technologies for Dravidian Languages, DravidianLangTech 2021 at 16th Conference of the European Chapter of the Association for Computational Linguistics, EACL 2021, pp. 249-254.

Publisher : Proceedings of the First Workshop on Speech and Language Technologies for Dravidian Languages

Year : 2020

Sentiment Analysis on Hindi-English Code-Mixed Social MediaText

Cite this Research Publication : Sreelakshmi K, T Sasidhar, Premjith B, Soman K P, “Sentiment Analysis on Hindi-English Code-Mixed Social MediaText”, in The Eight International Conference on Innovations in Computer Science and Engineering (ICICSE -2020).

Publisher : ICICSE -2020

Year : 2019

Preposition sense disambiguation for tiny sense classes using over sampling techniques

Cite this Research Publication : Sreelakshmi K, T Sasidhar, Premjith B, Soman K P, "Preposition sense disambiguation for tiny sense classes using over sampling techniques" in International Conference on Cognitive Informatics & Soft Computing (CISC) 2019.

Publisher : CISC

Year : 2019

A Methodology for Spikes and Transients Detection and Removal in Power Signals Using Chebyshev Approximation

Cite this Research Publication : Sreelakshmi k, T Sasidhar, Neethu Mohan, Soman K P “A Methodology for Spikes and Transients Detection and Removal in Power Signals Using Chebyshev Approximation” in International Conference on Advances in Computing and Communications (ICACC) 2019.

Publisher : ICACC

Year : 2019

Land Cover Satellite Image Classification using NDVI and Simple CNN

Cite this Research Publication : Sreelakshmi K, T Sasidhar, Vyshnav M T, Sowmya V, Soman K P, “Land Cover Satellite Image Classification using NDVI and SimpleCNN” in The 10th International Conference on Computing, Communication and Networking Technologies (ICCCNT) 2019.

Publisher : ICCCNT

Year : 2019

Amrita CEN at HASOC 2019: Hate Speech Detection in Roman and Devanagiri Scripted Text

Cite this Research Publication : Sreelakshmi, K., Premjith, B., Soman, K.P., "Amrita CEN at HASOC 2019: Hate speech detection in roman and devanagiri scripted text," (2019) CEUR Workshop Proceedings, 2517, pp. 366-369.

Publisher : FIRE 2019 - Forum for Information Retrieval Evaluation

Year : 2019

Capsule Neural Networks and Visualization for Segregation of Plastic and Non-Plastic Wastes

Cite this Research Publication : K. Sreelakshmi, Akarsh, S., Vinayakumar, R., and Dr. Soman K. P., “Capsule Neural Networks and Visualization for Segregation of Plastic and Non-Plastic Wastes”, in 2019 5th International Conference on Advanced Computing and Communication Systems, ICACCS 2019, 2019, pp. 631-636.

Publisher : ICACCS

Experience
  • Assistant Professor, Center for Computational Engineering and Networking, Amrita Vishwa Vidyapeetham, Coimbatore. (February 2022-till date).
  • Machine Learning Engineer. Dattendriya Data Science Solutions. (February 2020-March 2021)
Awards

Awards

  • Won the best paper award in the IEEE conference ICACCS-2019

Academic Achievements

  • Amrita Vishwa Vidyapeetham Gold Medalist in PG
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