M. Anand Kumar

Publication Activity (10 Years)

Years Active: 2009-2023
Publications (10 Years): 56

Top Topics

Machine Translation

Top Venues

FIRE (Working Notes)

SemEval@NAACL-HLT

Publications

Tejaswi Hegde, Kalyane Satyam Sanjay, Swetha Mary Thomas, Ranjana Kambhammettu, M. Anand Kumar, Sheela Ramanna
Impact of Vector Embeddings on the Performance of Tolerance Near Sets-based Sentiment Classifier for Text Classification. KES (2023)
Juyeon Kang, Mauli Mehulkumar Patel, Anushka Agrawal, Simhadri Sevitha, R. Srinivasa, Sandra Bellato, M. Anand Kumar, Ngawang Dempa Tsang, Mo El-Haj
Advancements in Financial Document Structure Extraction: Insights from Five Years of FinTOC (2019-2023). BigData (2023)
M. Anand Kumar, A. Suresh Kumar
A Body Area Network Approach for Stroke-Related Disease Diagnosis Using Artificial Intelligence with Deep Learning Techniques. ICACDS (1) (2022)
S. Niyas, S. J. Pawan, M. Anand Kumar, Jeny Rajan
Medical image segmentation with 3D convolutional neural networks: A survey. Neurocomputing 493 (2022)
Sidharth Lanka, Gaurang Velingkar, Rakshita Varadarajan, M. Anand Kumar
Image Augmentation Strategies to Train GANs with Limited Data. CVMI (2022)
Ratnavel Rajalakshmi, Srivarshan S, Faerie Mattins, Kaarthik E, Prithvi Seshadri, M. Anand Kumar
Conversational Hate-Speech detection in Code-Mixed Hindi-English Tweets. FIRE (Working Notes) (2021)
Ratnavel Rajalakshmi, Faerie Mattins, Srivarshan S, Preethi Reddy, M. Anand Kumar
Hate Speech and Offensive Content Identification in Hindi and Marathi Language Tweets using Ensemble Techniques. FIRE (Working Notes) (2021)
S. Niyas, S. J. Pawan, M. Anand Kumar, Jeny Rajan
Medical Image Segmentation using 3D Convolutional Neural Networks: A Review. CoRR (2021)
Ayush Mangukia, Mohammed Ibrahim, Soorya Golamudi, Nishant Kumar, M. Anand Kumar
Improved Variable Round Robin Scheduling Algorithm. ICCCNT (2021)
Pranav Surendran, B. Navyasree, Harshitha Kambham, M. Anand Kumar
Covid-19 Fake News Detector using Hybrid Convolutional and Bi-LSTM Model. ICCCNT (2021)
Divyam Mehta, Aniket Dwivedi, Arunabha Patra, M. Anand Kumar
A transformer-based architecture for fake news classification. Soc. Netw. Anal. Min. 11 (1) (2021)
Sanjanasri J. P., M. Anand Kumar, K. P. Soman
Deep learning-based techniques to enhance the precision of phrase-based statistical machine translation system for Indian languages. Int. J. Comput. Aided Eng. Technol. 13 (1/2) (2020)
S. Sachin Kumar, M. Anand Kumar, K. P. Soman
Deep Learning Based Part-of-Speech Tagging for Malayalam Twitter Data (Special Issue: Deep Learning Techniques for Natural Language Processing). J. Intell. Syst. 28 (3) (2019)
B. Premjith, M. Anand Kumar, K. P. Soman
Neural Machine Translation System for English to Indian Language Translation Using MTIL Parallel Corpus. J. Intell. Syst. 28 (3) (2019)
M. Anand Kumar, B. Premjith, Shivkaran Singh, S. Rajendran, K. P. Soman
An Overview of the Shared Task on Machine Translation in Indian Languages (MTIL) - 2017. J. Intell. Syst. 28 (3) (2019)
Remmiya Devi G, M. Anand Kumar, K. P. Soman
Co-occurrence based word representation for extracting named entities in Tamil tweets. J. Intell. Fuzzy Syst. 34 (3) (2018)
Naveen J. R, Hariharan V, Barathi Ganesh H. B., M. Anand Kumar, Soman K. P
CENNLP at SemEval-2018 Task 2: Enhanced Distributed Representation of Text using Target Classes for Emoji Prediction Representation. SemEval@NAACL-HLT (2018)
Vivek Vinayan, M. Anand Kumar, Soman K. P
AmritaNLP at SemEval-2018 Task 10: Capturing discriminative attributes using convolution neural network over global vector representation. SemEval@NAACL-HLT (2018)
Naveen J. R, Barathi Ganesh H. B., M. Anand Kumar, Soman K. P
CENNLP at SemEval-2018 Task 1: Constrained Vector Space Model in Affects in Tweets. SemEval@NAACL-HLT (2018)
P. V. Veena, M. Anand Kumar, K. P. Soman
Character Embedding for Language Identification in Hindi-English Code-mixed Social Media Text. Computación y Sistemas 22 (1) (2018)
Shivkaran Singh, M. Anand Kumar, K. P. Soman
Attention based English to Punjabi neural machine translation. J. Intell. Fuzzy Syst. 34 (3) (2018)
Shalini K, Barathi Ganesh H. B., M. Anand Kumar, K. P. Soman
Sentiment Analysis for Code-Mixed Indian Social Media Text With Distributed Representation. ICACCI (2018)
Nidhin A. Unnithan, Shalini K, Barathi Ganesh H. B., M. Anand Kumar, Soman K. P
Amrita_student at SemEval-2018 Task 1: Distributed Representation of Social Media Text for Affects in Tweets. SemEval@NAACL-HLT (2018)
S. Sooraj, K. Manjusha, M. Anand Kumar, K. P. Soman
Deep learning based spell checker for Malayalam language. J. Intell. Fuzzy Syst. 34 (3) (2018)
K. Manjusha, M. Anand Kumar, K. P. Soman
Integrating scattering feature maps with convolutional neural networks for Malayalam handwritten character recognition. Int. J. Document Anal. Recognit. 21 (3) (2018)
Vivek Vinayan, Naveen J. R, Harikrishnan N. B., M. Anand Kumar, Soman K. P
AmritaNLP@PAN-RusProfiling : Author Profiling using Machine Learning Techniques. FIRE (Working Notes) (2017)
Vijay Krishna Menon, S. Rajendran, M. Anand Kumar, K. P. Soman
Dependency resolution and semantic mining using Tree Adjoining Grammars for Tamil Language. CoRR (2017)
Barathi Ganesh H. B., Reshma U, M. Anand Kumar, Soman K. P
Representation of Target Classes for Text Classification - AMRITA_CEN_NLP@RusProfiling PAN 2017. FIRE (Working Notes) (2017)
Barathi Ganesh H. B., Reshma U, M. Anand Kumar, Soman K. P
Distributed Representation in Information Retrieval - AMRITA_CEN_NLP@IRLeD 2017. FIRE (Working Notes) (2017)
P. V. Veena, M. Anand Kumar, K. P. Soman
An effective way of word-level language identification for code-mixed facebook comments using word-embedding via character-embedding. ICACCI (2017)
Barathi Ganesh H. B., M. Anand Kumar, K. P. Soman
Vector Space Model as Cognitive Space for Text Classification. CoRR (2017)
M. Anand Kumar, Barathi Ganesh H. B., Shivkaran Singh, Soman K. P, Paolo Rosso
Overview of the INLI PAN at FIRE-2017 Track on Indian Native Language Identification. FIRE (Working Notes) (2017)
R. Vinayakumar, Barathi Ganesh H. B., M. Anand Kumar, K. P. Soman
Deep Health Care Text Classification. CoRR (2017)
M. Anand Kumar, C. Vidya Raj
On designing lightweight qos routing protocol for delay-sensitive wireless body area networks. ICACCI (2017)
Srinidhi Skanda V, M. Anand Kumar, K. P. Soman
Detecting stance in kannada social media code-mixed text using sentence embedding. ICACCI (2017)
S. Sachin Kumar, M. Anand Kumar, K. P. Soman
Sentiment Analysis of Tweets in Malayalam Using Long Short-Term Memory Units and Convolutional Neural Nets. MIKE (2017)
Kavirajan B, M. Anand Kumar, K. P. Soman, S. Rajendran, S. Vaithehi
Improving the rule based machine translation system using sentence simplification (english to tamil). ICACCI (2017)
C. Sankaralingam, S. Rajendran, B. Kavirajan, M. Anand Kumar, K. P. Soman
Onto-thesaurus for tamil language: Ontology based intelligent system for information retrieval. ICACCI (2017)
K. Manjusha, M. Anand Kumar, K. P. Soman
Scattering representation in Malayalam character recognition. NCC (2017)
Barathi Ganesh H. B., R. Vinayakumar, M. Anand Kumar, K. P. Soman
NLP CEN AMRITA @ SMM4H: Health Care Text Classification through Class Embeddings. SMM4H@AMIA (2017)
R. Praveena, M. Anand Kumar, K. P. Soman
Chunking based malayalam paraphrase identification using unfolding recursive autoencoders. ICACCI (2017)
Barathi Ganesh H. B., M. Anand Kumar, K. P. Soman
From Vector Space Models to Vector Space Models of Semantics. FIRE Workshop (2016)
Srinidhi Skanda V, Shivkaran Singh, Remmiya Devi G, Veena P. V, M. Anand Kumar, Soman K. P
CEN@Amrita FIRE 2016: Context based Character Embeddings for Entity Extraction in Code-Mixed Text. FIRE (Working Notes) (2016)
Barathi Ganesh H. B., M. Anand Kumar, Soman K. P
Distributional Semantic Representation in Health Care Text Classification. FIRE (Working Notes) (2016)
Barathi Ganesh H. B., M. Anand Kumar, K. P. Soman
Statistical Semantics in Context Space : Amrita_CEN@Author Profiling. CLEF (Working Notes) (2016)
M. Anand Kumar, Shivkaran Singh, B. Kavirajan, K. P. Soman
Shared Task on Detecting Paraphrases in Indian Languages (DPIL): An Overview. FIRE Workshop (2016)
M. Anand Kumar, Soman K. P
Amrita-CEN@MSIR-FIRE2016: Code-Mixed Question Classification using BoWs and RNN Embeddings. FIRE (Working Notes) (2016)
Remmiya Devi G, P. V. Veena, M. Anand Kumar, K. P. Soman
Entity Extraction of Hindi-English and Tamil-English Code-Mixed Social Media Text. FIRE Workshop (2016)
Remmiya Devi G, Veena P. V, M. Anand Kumar, Soman K. P
AMRITA_CEN@FIRE 2016: Code-Mix Entity Extraction for Hindi-English and Tamil-English Tweets. FIRE (Working Notes) (2016)
Barathi Ganesh H. B., M. Anand Kumar, Soman K. P
Distributional Semantic Representation for Text Classification and Information Retrieval. FIRE (Working Notes) (2016)
Barathi Ganesh H. B., M. Anand Kumar, Soman K. P
Conditional Random Fields for Code Mixed Entity Recognition. FIRE (Working Notes) (2016)
Shivkaran Singh, M. Anand Kumar, Soman K. P
CEN@Amrita: Information Retrieval on CodeMixed Hindi-English Tweets Using Vector Space Models. FIRE (Working Notes) (2016)
Barathi Ganesh H. B., M. Anand Kumar, K. P. Soman
Amrita_CEN at SemEval-2016 Task 1: Semantic Relation from Word Embeddings in Higher Dimension. SemEval@NAACL-HLT (2016)
Veena P. V, Remmiya Devi G, M. Anand Kumar, Soman K. P
AMRITA _CEN@FIRE 2016: Consumer Health Information Search using Keyword and Word Embedding Features. FIRE (Working Notes) (2016)
M. Anand Kumar, Shivkaran Singh, Kavirajan B, Soman K. P
DPIL@FIRE2016: Overview of the Shared task on Detecting Paraphrases in Indian language. FIRE (Working Notes) (2016)
Vijay Krishna Menon, S. Rajendran, M. Anand Kumar, K. P. Soman
A new TAG Formalism for Tamil and Parser Analytics. CoRR (2016)
S. Sachin Kumar, B. Premjith, M. Anand Kumar, K. P. Soman
AMRITA_CEN-NLP@SAIL2015: Sentiment Analysis in Indian Language Using Regularized Least Square Approach with Randomized Feature Learning. MIKE (2015)
Sanjay S. P., Nivedhitha Ezhilarasan, M. Anand Kumar, K. P. Soman
AMRITA-CEN@FIRE2015: Automated Story Illustration using Word Embedding. FIRE Workshops (2015)
Sanjanasri J. P., M. Anand Kumar
A computational framework for Tamil document classification using Random Kitchen Sink. ICACCI (2015)
Barathi Ganesh H. B., Reshma U, M. Anand Kumar
Author identification based on word distribution in word space. ICACCI (2015)
Rahul Venkatesh Kumar, M. Anand Kumar, K. P. Soman
AmritaCEN_NLP @ FIRE 2015 Language Identification for Indian Languages in Social Media Text. FIRE Workshops (2015)
Barathi Ganesh H. B., Abinaya N., M. Anand Kumar, Vinaykumar R., K. P. Soman
AMRITA - CEN@NEEL: Identification and Linking of Twitter Entities. #MSM (2015)
M. Anand Kumar, Shriya Se, K. P. Soman
AMRITA_CEN @ FIRE 2015: Extracting Entities for Social Media Texts in Indian Languages. FIRE Workshops (2015)
Shriya Se, R. Vinayakumar, M. Anand Kumar, K. P. Soman
AMRITA-CEN@SAIL2015: Sentiment Analysis in Indian Languages. MIKE (2015)
Sanjay S. P., M. Anand Kumar, K. P. Soman
AMRITA_CEN-NLP@FIRE 2015: CRF Based Named Entity Extractor For Twitter Microposts. FIRE Workshops (2015)
M. Anand Kumar, V. Dhanalakshmi, K. P. Soman, V. Sharmiladevi
Improving the Performance of English-Tamil Statistical Machine Translation System using Source-Side Pre-Processing. CoRR (2014)
N. Abinaya, Neethu John, Barathi H. B. Ganesh, M. Anand Kumar, K. P. Soman
AMRITA_CEN@FIRE-2014: Named Entity Recognition for Indian Languages using Rich Features. FIRE (2014)
S. Keerthana, V. Dhanalakshmi, M. Anand Kumar, V. P. Ajith, K. P. Soman
Tamil to Hindi Machine Transliteration Using Support Vector Machines. SPIT/IPC (2011)
R. Dhivya, V. Dhanalakshmi, M. Anand Kumar, K. P. Soman
Clause Boundary Identification for Tamil Language Using Dependency Parsing. SPIT/IPC (2011)
G. Sai Kiranmai, K. Mallika, M. Anand Kumar, V. Dhanalakshmi, K. P. Soman
Morphological Analyzer for Telugu Using Support Vector Machine. ICT (2010)
V. Dhanalakshmi, M. Anand Kumar, R. U. Rekha, K. P. Soman, S. Rajendran
Grammar Teaching Tools for Tamil language. T4E (2010)
R. U. Rekha, M. Anand Kumar, V. Dhanalakshmi, K. P. Soman, S. Rajendran
A Novel Approach to Morphological Generator for Tamil. ICDEM (2010)
V. P. Abeera, S. Aparna, R. U. Rekha, M. Anand Kumar, V. Dhanalakshmi, K. P. Soman, S. Rajendran
Morphological Analyzer for Malayalam Using Machine Learning. ICDEM (2010)
V. Dhanalakshmi, P. Padmavathy, M. Anand Kumar, K. P. Soman, S. Rajendran
Chunker for Tamil. ARTCom (2009)
V. Dhanalakshmi, M. Anand Kumar, R. U. Rekha, C. Arun Kumar, K. P. Soman, S. Rajendran
Morphological Analyzer for Agglutinative Languages Using Machine Learning Approaches. ARTCom (2009)