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Dr. Sanjanasri J. P.

Assistant Professor, Center for Computational Engineering and Networking, School of Engineering, Coimbatore

Qualification: B-Tech, M.Tech
Research Interest: Applied Artificial Intelligence, Big Data Analytics, Cognitive Semantics, Data Science, Database Management, Deep Learning, Lexical Semantics, Machine Learning

Bio Publications Awards & Scholarship Achievements Reviewer Invited Talks Working Notes
Bio

Dr. Sanjanasri J. P. is an Assistant Professor in the Center for Computational Engineering and Networking at Amrita School of Engineering, Amrita Vishwa Vidyapeetham, Coimbatore. She did her doctoral thesis on “Exploration of Semantic Space of Word Vectors using Word Embedding” under Professor Soman KP in the Center for Computational Engineering and Networking. She did her B.Tech (IT) and M.Tech (Computational Engineering and Networking) in Amrita School of Engineering, Amrita Vishwa Vidyapeetham– Coimbatore. In her PhD studies, she worked as the Research Associate in the DIT-CDAC Machine Translation Project for the period 2014-2015.

Her main area of research concerns Machine Learning, Deep Learning, Data Science, Applied Artificial Intelligence, Lexical Semantics, Cognitive Semantics, Formal Languages and Automata, Big Data Analytics and database management.

Education

  • 2021: Ph.D. Exploration of Semantic Space of Word Vectors using Word Embedding
    Amrita School of Engineering, Coimbatore, India.
  • 2014: M.Tech. Computational Engineering and Networking
    Amrita School of Engineering, Coimbatore, India
  • 2012: B.Tech. Information Technology
    Amrita School of Engineering, Coimbatore, India
  • 2008: XII – Biology
    Kurinji Hr. Secondary School, Namakkal, Tamil Nadu, India
  • 2006: X
    Kurinji Matriculation School, Namakkal, Tamil Nadu, India
Publications

Journal Article

Year : 2022

Improving the Phrase-table Scores of Phrase Based-Statistical Machine Translation by Deep Belief Networks for Indian Languages

Cite this Research Publication : Sanjanasri, J.P., Anandkumar M, Soman K.P, “Improving the Phrase-table Scores of Phrase Based-Statistical Machine Translation by Deep Belief Networks for Indian Languages” submitted to the International Journal of Computer Applications and Technology

Publisher : International Journal of Computer Applications and Technology (submitted)

Year : 2021

Generation of Cross-Lingual Word Vectors for Low-Resourced Languages Using Deep Learning and Topological Metrics in a Data-Efficient Way

Cite this Research Publication : Sanjanasri J.P, Vijay Krishna Menon, Soman KP, Rajendran S and Agnieszka Wolk, “Generation of Cross-Lingual Word Vectors for Low-Resourced Languages Using Deep Learning and Topological Metrics in a Data-Efficient Way”. Electronics 2021, 10, 1372. - SCIE Indexed

Publisher : Electronics 2021

Year : 2021

Exploring Fake News Identification Using Word and Sentence Embeddings

Cite this Research Publication : Priyanka VT, Sanjanasri J.P, Vijay Krishna Menon and Soman KP “Exploring Fake News Identification Using Word and Sentence Embeddings” accepted in the Journal of Intelligent and Fuzzy Systems, IOS Press, Netherlands (ISSN print 1064-1246, ISSN online 1875-8967). - SCIE Indexed

Publisher : IOS Press

Year : 2013

Accelerating Encryption/Decryption of AES Algorithms using GPUs

Cite this Research Publication : Sanjanaashree, P., Keerthana S, “Accelerating Encryption/Decryption of AES Algorithms using GPUs” in the International Journal of Scientific Engineering and Research in Volume 4, Issue3, March 2013 Edition (ISSN 2229-5518).

Publisher : International Journal of Scientific Engineering and Research

Conference Paper

Year : 2021

Mining Bilingual Word Pairs from Comparable Corpus using Apache Spark Framework

Cite this Research Publication : Sanjanasri J.P., Vijay Krishna Menon, K. P. Soman, Krzysztof Wolk, “Mining Bilingual Word Pairs from Comparable Corpus using Apache Spark Framework”, BUCC@RANLP,2021

Publisher : BUCC@RANLP

Year : 2020

BUCC2020: Bilingual Dictionary Induction using Cross-lingual Embedding

Cite this Research Publication : Sanjanasri J.P., Vijay Krishna Menon, K. P. Soman, “BUCC2020: Bilingual Dictionary Induction using Cross-lingual Embedding”, BUCC@LREC 2020, pp. 65-68

Publisher : BUCC@LREC 2020

Year : 2020

cEnTam: Creation and Validation of a New English-Tamil Bilingual Corpus

Cite this Research Publication : Sanjanasri J.P., B. Premjith, Vijay Krishna Menon, K. P. Soman, “cEnTam: Creation and Validation of a New English-Tamil Bilingual Corpus”, BUCC@LREC 2020, pp. 61-64

Publisher : BUCC@LREC 2020

Year : 2015

A computational framework for Tamil document classification using Random Kitchen Sink

Cite this Research Publication : Sanjanasri, J.P., Anand Kumar, M. A computational framework for Tamil document classification using Random Kitchen Sink, 2015 International Conference on Advances in Computing, Communications and Informatics, ICACCI 2015, art. no. 7275837, pp. 1571-1577

Publisher : 2015 International Conference on Advances in Computing, Communications and Informatics, ICACCI 2015

Year : 2014

Dependency based Multiword Expression Extraction towards NLP applications

Cite this Research Publication : Sanjanaashree, P., Anand Kumar, M., Soman, K.P. Dependency based multiword expression extraction towards NLP applications (2014) ACM International Conference Proceeding Series, 10-11-October-2014, art. no. a22

Publisher : ACM International Conference Proceeding Series

Year : 2014

Language learning for visual and auditory learners using scratch toolkit

Cite this Research Publication : Sanjanaashree, P., Anand Kumar, M., Soman, K.P. Language learning for visual and auditory learners using the scratch toolkit, 2014 International Conference on Computer Communication and Informatics: Ushering in Technologies of Tomorrow, Today, ICCCI 2014, art. no. 6921765

Publisher : ICCCI 2014

Conference Proceedings

Year : 2014

Joint layer-based deep learning framework for bilingual machine transliteration

Cite this Research Publication : Sanjanaashree, P., Anand Kumar, M. Joint layer-based deep learning framework for bilingual machine transliteration, Proceedings of the 2014 International Conference on Advances in Computing, Communications and Informatics, ICACCI 2014, art. no. 6968553

Publisher : ICACCI 2014

Awards & Scholarship
  • Participated in the shared task on Statistical Machine Translation conducted by ICON’15 and won second prize
  • Received Amrita Scholarship for the period 2016-2017 and 2017-2018 in Ph.D. Study
Achievements
  • One of the organizers for the 1st Workshop on Novel approaches to natural language processing and dialogue systems associated with the 10th World Conference on Information Systems and Technologies, to be held in Budva, Montenegro, 12 – 14 April 2022.
Reviewer

Journal

  • IEEE Access
  • ACM Transactions on Asian and Low-Resource Language Information Processing
Invited Talks
  • AICTE Sponsored 6 days Short Term Training Program on Natural Language Processing, Dept. Information and Communication Technology, Manipal Institute of Technology, Manipal (18 November 2020)
Working Notes
  • Sanjanasri, J.P., Anandkumar M, Soman K.P, “CEN@Amrita SMT System for ICON 2015 NLP Tools Contest” is submitted ICON 2015 NLP Tools Contest
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