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Computational Linguistics and Indic Studies

Thematic Areas

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  • Indic Studies
  • Indic Languages
  • Computational Musicology

Our Vision

Our vision is to build Indic datasets and enhance computational models for abroad set of problems in the areas of Linguistic analysis, Speech recognition systems, social media analytics, Health care, and low resource Indic Languages. We envisage mining Indic linguistics with modern computational approaches for insights into latent Indian scriptures. The application domains include text analytics in Indic Studies, es, Cytometrics, Ayurveda, Agriculture, Health care, and Computational Musicology.

People

Computational Linguistics and Indic Studies
Dr. Prema Nedungadi

Associate Dean,
Director, AmritaCREATE

Computational Linguistics and Indic Studies
Dr. M. G. Thushara

Assistant Professor (Sel. Grd.)

Computational Linguistics and Indic Studies
Veena G.

Assistant Professor (Senior Grade)

Computational Linguistics and Indic Studies
Dr. Jyothiratnam

Senior Research Fellow, Amrita CREATE

Computational Linguistics and Indic Studies
Dr. Subbulakshmi S

Assistant Professor (Senior Grade)

Computational Linguistics and Indic Studies
Jasmine T. Bhaskar

Assistant Professor (Senior Grade)

Computational Linguistics and Indic Studies
Thara S.

Assistant Professor (Senior Grade)

Computational Linguistics and Indic Studies
Remya M. S.

Research Associate

Computational Linguistics and Indic Studies
Bri. Jayashree Nair

Assistant Professor (Senior Grade)

Journal Article

Semi-Supervised Bootstrapped Syntax-Semantics-Based Approach for Agriculture Relation Extraction for Knowledge Graph Creation and Reasoning

Authors : Dr. Veena G., Gupta, D., Kanjirangat, V.

Publisher : Institute of Electrical and Electronics Engineers Inc.

Real-time Influencer Detection In Twitter Using A Hybrid Approach

Authors : Siji Rani S., Sangeeth Sajan Baby

Publisher : Elsevier

Static Analysis on Floating-Point Programs Dealing with Division Operations

Authors : Dr. Somasundaram K., Dr. Thushara M.G.

Publisher : International Journal of Advanced Computer Science and Applications

Named entity recognition in text documents using a modified conditional random field

Authors : Dr. Deepa Gupta, Dr. Veena G., G. Veena, Lakshmi S, and Jacob, J. T

Publisher : Advances in Intelligent Systems and Computing

Auto-tagging of Research Publications using Keyword Extraction Technique

Authors : Dr. Thushara M.G., Arun Das

Publisher : Journal of Advanced Research in Dynamical and Control Systems

Aspect Sentiment Identification using random Fourier features

Authors : Thara S., Krishna, Athul .

Publisher : International Journal of Intelligent Systems and Applications (IJISA) .

Conference Paper

Enhanced Movie Recommendation using Knowledge Graph and Particle Filtering

Authors : Siji Rani S., T.T.Ajith,A.K. C.V,N.J,M.S.A. Subramanian

Publisher : IEEE

Comparative study of Twitter Sentiment On COVID – 19 Tweets

Authors : Dr. Veena G., G A. J. Nair, A. Vinayak

Publisher : IEEE Xplore

Flick –Indigenous short video application

Authors : G. Vasanth, N. S, P. S. Alavandar, P. V. Krishna, P. P. V. Sai, S.R.S

Publisher : IEEE

Hyper graph based clustering for document similarity using FP growth algorithm

Authors : Siji Rani S., N. Ramakrishnan, M. Nair J., D. Jayaprakash, H. Anantha Krishnan

Publisher : IEEE

Personalized Fashion Recommendation Using Nearest Neighbor Page Rank Algorithm

Authors : U.Sharma, G.P.SajeevandS. S. Rani

Publisher : IEEE

Sentiment Analysis Tools for Movie Review Evaluation – A Survey

Authors : M. Tetteh and M. Thushara

Publisher : IEEE

Machine Learning Approach to Recognize and Classify Indian Sign Language

Authors : Thara S., Pillai, S., Anand, A., Sai Jishnu, M., Ganesh, S.

Publisher : Springer, Singapore

Code Mixed Question Answering Challenge using Deep Learning Methods

Authors : Thara S., Sampath E.; Venkata Sitarami Reddy B.; Vidhya Sai Bhagavan M.; Phanindra Reddy M.

Publisher : Proceedings of the 5th International Conference on Communication and Electronics Systems

An Analytical Overview of the State-Wise Impact of COVID-19 in India

Authors : Thara S., Lohani, R., Suresh, V., Varghese, E.G.

Publisher : Springer, Singapore

Finding the Duplicate Questions in Stack Overflow using Word Embeddings

Authors : Thara S., Babu, Jameer

Publisher : Procedia Computer Science

Predicting the Stock Market Behavior Using Historic Data Analysis and News Sentiment Analysis in R

Authors : Thara S., Jishag, A.C., Athira, A.P., Shailaja, M.

Publisher : First International Conference on Sustainable Technologies for Computational Intelligence

A concept based clustering model for document similarity

Authors : Dr. Veena G., Lekha, N. K.

Publisher : 2014 International Conference on Data Science Engineering (ICDSE)

Improving the Accuracy of Document Similarity Approach using Word Sense Disambiguation

Authors : Dr. Veena G., B. Umesha, U. Sree Veni

Publisher : WCI ’15 Proceedings of the Third International Symposium on Women in Computing and Informatics

A concept-based model for query management in service desks

Authors : Dr. Veena G., Peter, A. S., Rajkumari, K. A., and Ramanan, N.

Publisher : International Conference on Innovations in Computer Science Engineering (ICICSE-2016) Proceedings in Springer Advances in Intelligent Systems and Computing

A Concept Based Graph Model for Document Representation Using Coreference Resolution

Authors : Dr. Veena G., Krishnan, S

Publisher : Intelligent Systems Technologies and Applications, Springer International Publishing

A learning method for coreference resolution using semantic role labeling features

Authors : Dr. Deepa Gupta, Dr. Veena G., A. N. Daniel; S. Roshny

Publisher : 2017 International Conference on Advances in Computing, Communications and Informatics (ICACCI), IEEE

A hybrid approach for automatic document summarization

Authors : Siji Rani S., Sreejith, K., and Sanker, A.

Publisher : 2017 International Conference on Advances in Computing, Communications and Informatics (ICACCI), IEEE, Udupi, India.

A graph-based relation extraction method for question answering system

Authors : Dr. Deepa Gupta, Dr. Veena G., S. Athulya; S. Shaji;

Publisher : 2017 International Conference on Advances in Computing, Communications and Informatics.

Word Level Language Identification in Code-Mixed Data using Word Embedding Methods for Indian Languages

Authors : Thara S., I. Chaitanya; I. Madapakula; S. K. Gupta .

Publisher : 2018 International Conference on Advances in Computing, Communications and Informatics (ICACCI), Bangalore, India.

A Comparison Study of Word Embedding for Detecting Named Entities of Code-Mixed Data in Indian Language

Authors : Thara S., L. Sravani; A. S. Reddy .

Publisher : 2018 International Conference on Advances in Computing, Communications and Informatics (ICACCI), IEEE, Bangalore, India.

A Combined Approach Using Semantic Role Labelling and Word Sense Disambiguation for Question Generation and Answer Extraction

Authors : Dr. Veena G., L. R. Pillai, Gupta, D.

Publisher : Second International Conference on Advances in Electronics, Computers and Communications (ICAECC)

Code-Mixing: A Brief Survey

Authors : Thara S., Poornachandran, P

Publisher : 2018 International Conference on Advances in Computing, Communications and Informatics (ICACCI), IEEE, Bangalore, India.

Conference Proceedings

An Extended Chameleon Algorithm for Document Clustering

Authors : Dr. Veena G., Lekha N. K.

Publisher : Advances in Intelligent Informatics, Springer International Publishing,

Tagging of Research Publications based on Author and Year Extraction

Authors : Dr. Thushara M.G., A. R Das, Afsal, P. M.

Publisher : 2018 International Conference on Advances in Computing, Communications and Informatics (ICACCI)

Book Chapter

A Novel Approach to Text Summarisation Using Topic Modelling and Noun Phrase Extraction

Authors : Siji Rani S., Lal, N.M., Krishnanunni, S., Vijayakumar, V., Vaishnavi, N.,Deepa Raj,K.

Publisher : SpringerNature

Educational App for Android-Specific Users—EA-ASU

Authors : Siji Rani S., Krishnanunni, S.

Publisher : SpringerNature

Sign Language Recognition: A Comparative Analysis of Deep Learning Models

Authors : Siji Rani S., Aswathi Premkumar, R. Hridya Krishna, Nikita Chanalya, C. Meghadev, Utkrist Arvind Varma, T. Anjali

Publisher : SpringerNature

YUDH: Multi-utility Tool to Reassure Serenity in the COVID-19 Pandemic

Authors : Siji Rani S., Krishna Das, K.S., Vasudevan, A., Nair, A.K.

Publisher : : SpringerNature

Study of Document Clustering Algorithms Applied onCovid Data

Authors : Dr. Thushara M.G., Suresh, S., Krishna, G

Publisher : Springer,Singapore

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