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Computational Linguistics and Indic Studies

Thematic Areas

Block Image
  • 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

Dr. Prema Nedungadi
Dr. Prema Nedungadi

Associate Dean,
Director, AmritaCREATE

Dr. M. G. Thushara
Dr. M. G. Thushara

Assistant Professor (Sel. Grd.)

Veena G.
Veena G.

Assistant Professor (Senior Grade)

Dr. Jyothiratnam
Dr. Jyothiratnam

Senior Research Fellow, Amrita CREATE

Dr. Subbulakshmi S
Dr. Subbulakshmi S

Assistant Professor (Senior Grade)

Jasmine T. Bhaskar
Jasmine T. Bhaskar

Assistant Professor (Senior Grade)

Thara S.
Thara S.

Assistant Professor (Senior Grade)

Remya M. S.
Remya M. S.

Research Associate

Bri. Jayashree Nair
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.

Year : 2023

Real-time Influencer Detection In Twitter Using A Hybrid Approach

Authors : Siji Rani S., Sangeeth Sajan Baby

Publisher : Elsevier

Year : 2022

Social media text analytics of Malayalam – English code-mixed using deep learning

Authors : Thara S., Poornachandran,P.

Publisher : Springer

Year : 2022

Social media text analytics of Malayalam–English code-mixed using deep learning

Authors : Thara S., Poornachandran, P.

Publisher : Springer

Year : 2022

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

Year : 2019

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

Year : 2018

An Extended Model for Semantic Role Labeling Using Word Sense Disambiguation and Dependency Parsing

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

Publisher : Journal of Engineering and Applied Sciences

Year : 2018

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

Year : 2018

Aspect Sentiment Identification using random Fourier features

Authors : Thara S., Krishna, Athul .

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

Year : 2018

Book Chapter

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

Year : 2023

A Hybrid Product Recommendation System Based on Weather Analysis

Authors : Siji Rani S., Baby, S.S

Publisher : SpringerNature

Year : 2023

Study of Document Clustering Algorithms Applied onCovid Data

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

Publisher : Springer,Singapore

Year : 2023

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

Year : 2022

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

Year : 2021

Educational App for Android-Specific Users—EA-ASU

Authors : Siji Rani S., Krishnanunni, S.

Publisher : SpringerNature

Year : 2020

Conference Paper

Sentiment Analysis Tools for Movie Review Evaluation – A Survey

Authors : M. Tetteh and M. Thushara

Publisher : IEEE

Year : 2023

Personalized Fashion Recommendation Using Nearest Neighbor Page Rank Algorithm

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

Publisher : IEEE

Year : 2022

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

Year : 2022

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

Year : 2022

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

Year : 2021

Comparative study of Twitter Sentiment On COVID – 19 Tweets

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

Publisher : IEEE Xplore

Year : 2021

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

Year : 2021

Sentiment Analysis using Improved Vaderand Dependency Parsing

Authors : Dr. Veena G.

Publisher : IEEE Xplore

Year : 2021

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

Year : 2020

Analysis of Contextual and Non-contextual Word Embedding Models for Hindi NER with Web Application for Data Collection

Authors : Thara S., Barua, A., Premjith, B., Soman, K.P.

Publisher : Springer, Singapore

Year : 2020

Finding the Duplicate Questions in Stack Overflow using Word Embeddings

Authors : Thara S., Babu, Jameer

Publisher : Procedia Computer Science

Year : 2020

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

Year : 2019

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

Year : 2019

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.

Year : 2018

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.

Year : 2018

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)

Year : 2018

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.

Year : 2018

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

Year : 2017

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.

Year : 2017

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.

Year : 2017

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

Year : 2016

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

Year : 2016

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

Year : 2015

A concept based clustering model for document similarity

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

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

Year : 2014

Conference Proceedings

Open Information Extraction System For Extracting Relations in Legal Documents

Authors : Dr. Veena G., Shiyon Thomas , Nikhil Raj

Publisher : IEEE

Year : 2022

A Comparative Study of Lung Cancer Detection using Machine Learning Algorithms

Authors : Dr. Veena G., R. P.R., R. A. S. Nair

Publisher : IEEE

Year : 2019

A Comparative Study of Lung Cancer Detection using Machine Learning Algorithms

Authors : Dr. Veena G., Radhika P.R. , Rakhi A.S. Nair

Publisher : IEEE

Year : 2019

Relation Extraction in Clinical Text using NLP Based Regular Expressions

Authors : Dr. Veena G., Jithin Hareesh,Hemanth R

Publisher : IEEE

Year : 2019

An Ontology Driven Question Answering System for Legal Documents

Authors : Dr. Veena G., Dr. Deepa Gupta, Akshay Anil,Akhil S

Publisher : IEEE

Year : 2019

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)

Year : 2018

An Extended Chameleon Algorithm for Document Clustering

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

Publisher : Advances in Intelligent Informatics, Springer International Publishing,

Year : 2015

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