Anand Kumar Madasamy

According to our database, Anand Kumar Madasamy authored at least 134 papers between 2009 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Detection and mitigation of few control plane attacks in software defined network environments using deep learning algorithm.

M. Anand Kumar, Edeh Michael Onyema, B. Sundaravadivazhagan, Manish Gupta, Achyut Shankar, Venkataramaiah Gude, Nagendar Yamsani

Concurr. Comput. Pract. Exp., November, 2024

Downscaled XCO₂ Estimation Using Data Fusion and AI-Based Spatio-Temporal Models.

Spurthy Maria Pais, Shrutilipi Bhattacharjee, Anand Kumar Madasamy, Jia Chen

IEEE Geosci. Remote. Sens. Lett., 2024

Towards Unsupervised Question Answering System with Multi-level Summarization for Legal Text.

M. Manvith Prabhu, Haricharana Srinivasa, Anand Kumar M

CoRR, 2024

The Effect of Phrase Vector Embedding in Explainable Hierarchical Attention-Based Tamil Code-Mixed Hate Speech and Intent Detection.

Sharmila Devi V, S. Kannimuthu, Anand Kumar Madasamy

IEEE Access, 2024

Multimodal Propaganda Detection in Memes with Tolerance-Based Soft Computing Method.

Siddharth Kelkar, Srinivasa Ravi, Sheela Ramanna, Anand Kumar Madasamy

Proceedings of the Rough Sets - International Joint Conference, 2024

Classifying Emotional States Through EEG-Derived Spectrograms.

A D. Mahit Nandan, Dhiraj Choudhary D, Ishan Godbole, Anand Kumar M

Proceedings of the 18th IEEE International Conference on Automatic Face and Gesture Recognition, 2024

Measuring the severity of the signs of Eating Disorders using Machine Learning Techniques.

Sachin Prasanna, Abhayjit Singh Gulati, Subhojit Karmakar, M. Yoga Hiranmayi, Anand Kumar Madasamy

Proceedings of the Working Notes of the Conference and Labs of the Evaluation Forum (CLEF 2024), 2024

SCaLAR NITK at Touché: Comparative Analysis of Machine Learning Models for Human Value Identification.

Praveen K, Darshan R. K, Chinta Tejdeep Reddy, Anand Kumar M

Proceedings of the Working Notes of the Conference and Labs of the Evaluation Forum (CLEF 2024), 2024

Leveraging Physical and Semantic Features of text item for Difficulty and Response Time Prediction of USMLE Questions.

Gummuluri Venkata Ravi Ram, Ashinee Kesanam, Anand Kumar M

Proceedings of the 19th Workshop on Innovative Use of NLP for Building Educational Applications, 2024

2023

Relation Extraction: Hypernymy Discovery Using a Novel Pattern Learning Algorithm.

Olan Pinto, Shraddha Gole, H. P. Srushti, Anand Kumar Madasamy

SN Comput. Sci., November, 2023

Transfer learning based code-mixed part-of-speech tagging using character level representations for Indian languages.

Anand Kumar Madasamy, Soman Kotti Padannayil

J. Ambient Intell. Humaniz. Comput., 2023

HOTTEST: Hate and Offensive content identification in Tamil using Transformers and Enhanced STemming.

Ratnavel Rajalakshmi, Srivarshan Selvaraj, Faerie Mattins, Pavitra Vasudevan, Anand Kumar Madasamy

Comput. Speech Lang., 2023

NITK_LEGAL at SemEval-2023 Task 6: A Hierarchical based system for identification of Rhetorical Roles in legal judgements.

Patchipulusu Sindhu, Diya Gupta, Sanjeevi Meghana, Anand Kumar M

Proceedings of the The 17th International Workshop on Semantic Evaluation, 2023

Impact of Vector Embeddings on the Performance of Tolerance Near Sets-based Sentiment Classifier for Text Classification.

Tejaswi Hegde, Kalyane Satyam Sanjay, Swetha Mary Thomas, Ranjana Kambhammettu, M. Anand Kumar, Sheela Ramanna

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 27th International Conference KES-2023, 2023

Unsupervised KeyPhrase Extraction using Graph and Embedding Techniques.

Jason Krithik Kumar S, Anand Kumar M

Proceedings of the 14th International Conference on Computing Communication and Networking Technologies, 2023

Advancing Human-Like Summarization: Approaches to Text Summarization.

Saliq Gowhar, Bhavya Sharma, Ashutosh K. Gupta, Anand Kumar Madasamy

Proceedings of the Working Notes of FIRE 2023, 2023

Prediction of High-Resolution Atmospheric CO2 Concentration from OCO-2 using Machine Learning.

Spurthy Maria Pais, Shrutilipi Bhattacharjee, Anand Kumar Madasamy

Proceedings of the 6th Joint International Conference on Data Science & Management of Data (10th ACM IKDD CODS and 28th COMAD), 2023

Exploring Depression Symptoms through Similarity Methods in Social Media Posts.

Naveen Recharla, Prasanthi Bolimera, Yash Gupta, Anand Kumar Madasamy

Proceedings of the Working Notes of the Conference and Labs of the Evaluation Forum (CLEF 2023), 2023

LSTM-Attention Architecture for Online Bilingual Sexism Detection.

Srinivasa Ravi, Siddharth Kelkar, Anand Kumar Madasamy

Proceedings of the Working Notes of the Conference and Labs of the Evaluation Forum (CLEF 2023), 2023

Profiling Cryptocurrency Influencers using Few-shot Learning.

Hamna Muslihuddeen, Pallapothula Sathvika, Shalaka Sankar, Shreya Ostwal, Anand Kumar M

Proceedings of the Working Notes of the Conference and Labs of the Evaluation Forum (CLEF 2023), 2023

Representation Learning in Continuous-Time Dynamic Signed Networks.

Kartik Sharma, Mohit Raghavendra, Yeon-Chang Lee, Anand Kumar M, Srijan Kumar

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

Advancements in Financial Document Structure Extraction: Insights from Five Years of FinTOC (2019-2023).

Juyeon Kang, Mauli Mehulkumar Patel, Anushka Agrawal, Simhadri Sevitha, Srinivasa Ravi, Sandra Bellato, M. Anand Kumar, Ngawang Dempa Tsang, Mo El-Haj

Proceedings of the IEEE International Conference on Big Data, 2023

An Effective Diabetic Retinopathy Detection Using Hybrid Convolutional Neural Network Models.

Niteesh Kumar, Rashad Ahmed, B. H. Venkatesh, M. Anand Kumar

Proceedings of the Smart Computer Vision, 2023

2022

Medical image segmentation with 3D convolutional neural networks: A survey.

S. Niyas, S. J. Pawan, M. Anand Kumar, Jeny Rajan

Neurocomputing, 2022

Signed Link Representation in Continuous-Time Dynamic Signed Networks.

Mohit Raghavendra, Kartik Sharma, Anand Kumar M, Srijan Kumar

CoRR, 2022

Findings of the Shared Task on Offensive Span Identification from Code-Mixed Tamil-English Comments.

Manikandan Ravikiran, Bharathi Raja Chakravarthi, Anand Kumar Madasamy, Sangeetha Sivanesan, Ratnavel Rajalakshmi, Sajeetha Thavareesan, Rahul Ponnusamy, Shankar Mahadevan

CoRR, 2022

Overlapping Word Removal is All You Need: Revisiting Data Imbalance in Hope Speech Detection.

Hariharan RamakrishnaIyer LekshmiAmmal, Manikandan Ravikiran, Gayathri Nisha, Navyasree Balamuralidhar, Adithya Madhusoodanan, Anand Kumar Madasamy, Bharathi Raja Chakravarthi

CoRR, 2022

A Body Area Network Approach for Stroke-Related Disease Diagnosis Using Artificial Intelligence with Deep Learning Techniques.

M. Anand Kumar, A. Suresh Kumar

Proceedings of the Advances in Computing and Data Sciences - 6th International Conference, 2022

TrashBox: Trash Detection and Classification using Quantum Transfer Learning.

Nikhil Venkat Kumsetty, Amith Bhat Nekkare, Sowmya Kamath S., Anand Kumar Madasamy

Proceedings of the 31st Conference of Open Innovations Association, 2022

Sentiment Analysis and Homophobia detection of YouTube comments.

Sushil Ugursandi, Anand Kumar M

Proceedings of the Working Notes of FIRE 2022, 2022

Image Augmentation Strategies to Train GANs with Limited Data.

Sidharth Lanka, Gaurang Velingkar, Rakshita Varadarajan, M. Anand Kumar

Proceedings of the Computer Vision and Machine Intelligence, 2022

NITK-IT_NLP at CheckThat!-2022: Window based approach for Fake News Detection using transformers.

Hariharan RamakrishnaIyer LekshmiAmmal, Anand Kumar Madasamy

Proceedings of the Working Notes of CLEF 2022 - Conference and Labs of the Evaluation Forum, Bologna, Italy, September 5th - to, 2022

Early detection of depression using BERT and DeBERTa.

Sreegeethi Devaguptam, Thanmai Kogatam, Nishka Kotian, Anand Kumar M

Proceedings of the Working Notes of CLEF 2022 - Conference and Labs of the Evaluation Forum, Bologna, Italy, September 5th - to, 2022

2021

A transformer-based architecture for fake news classification.

Divyam Mehta, Aniket Dwivedi, Arunabha Patra, M. Anand Kumar

Soc. Netw. Anal. Min., 2021

Developing Successful Shared Tasks on Offensive Language Identification for Dravidian Languages.

Bharathi Raja Chakravarthi, Dhivya Chinnappa, Ruba Priyadharshini, Anand Kumar Madasamy, Sangeetha Sivanesan, Subalalitha Chinnaudayar Navaneethakrishnan, Sajeetha Thavareesan, Dhanalakshmi Vadivel, Rahul Ponnusamy, Prasanna Kumar Kumaresan

CoRR, 2021

Medical Image Segmentation using 3D Convolutional Neural Networks: A Review.

S. Niyas, S. J. Pawan, M. Anand Kumar, Jeny Rajan

CoRR, 2021

NITK-UoH: Tamil-Telugu Machine Translation Systems for the WMT21 Similar Language Translation Task.

Richard Saldanha, Ananthanarayana V. S, Anand Kumar M, Parameswari Krishnamurthy

Proceedings of the Sixth Conference on Machine Translation, 2021

Covid-19 Fake News Detector using Hybrid Convolutional and Bi-LSTM Model.

Pranav Surendran, B. Navyasree, Harshitha Kambham, M. Anand Kumar

Proceedings of the 12th International Conference on Computing Communication and Networking Technologies, 2021

Long Short Term Memory Networks for Lexical Normalization of Tweets.

Pratham Nayak, Gosu Praneeth, Rakshit Kulkarni, M. Anand Kumar

Proceedings of the 12th International Conference on Computing Communication and Networking Technologies, 2021

Improved Variable Round Robin Scheduling Algorithm.

Ayush Mangukia, Mohammed Ibrahim, Soorya Golamudi, Nishant Kumar, M. Anand Kumar

Proceedings of the 12th International Conference on Computing Communication and Networking Technologies, 2021

Smart Traffic Management System Using Multithreading and Inter-process Communication.

Sai Srivatsa Gorti, Aadil Khalifa, Harini Thirunavukkarasan, Gayathri Nisha, M. Anand Kumar

Proceedings of the 12th International Conference on Computing Communication and Networking Technologies, 2021

Conversational Hate-Speech detection in Code-Mixed Hindi-English Tweets.

Ratnavel Rajalakshmi, Srivarshan S, Faerie Mattins, Kaarthik E, Prithvi Seshadri, M. Anand Kumar

Proceedings of the Working Notes of FIRE 2021, 2021

Hate Speech and Offensive Content Identification in Hindi and Marathi Language Tweets using Ensemble Techniques.

Ratnavel Rajalakshmi, Faerie Mattins, Srivarshan S, Preethi Reddy, M. Anand Kumar

Proceedings of the Working Notes of FIRE 2021, 2021

Findings of Shared Task on Offensive Language Identification in Tamil and Malayalam.

Prasanna Kumar Kumaresan, Premjith B, Ratnasingam Sakuntharaj, Sajeetha Thavareesan, Subalalitha Chinnaudayar Navaneethakrishnan, Anand Kumar Madasamy, Bharathi Raja Chakravarthi, John P. McCrae

Proceedings of the FIRE 2021: Forum for Information Retrieval Evaluation, Virtual Event, India, December 13, 2021

Overview of the HASOC-DravidianCodeMix Shared Task on Offensive Language Detection in Tamil and Malayalam.

Bharathi Raja Chakravarthi, Prasanna Kumar Kumaresan, Ratnasingam Sakuntharaj, Anand Kumar Madasamy, Sajeetha Thavareesan, B. Premjith, Sreelakshmi K, Subalalitha Chinnaudayar Navaneethakrishnan, John P. McCrae, Thomas Mandl

Proceedings of the Working Notes of FIRE 2021, 2021

NITK_NLP at CheckThat! 2021: Ensemble Transformer Model for Fake News Classification.

Hariharan RamakrishnaIyer LekshmiAmmal, Anand Kumar Madasamy

Proceedings of the Working Notes of CLEF 2021 - Conference and Labs of the Evaluation Forum, Bucharest, Romania, September 21st - to, 2021

2020

Extraction of Named Entities from Social Media Text in Tamil Language Using N-Gram Embedding for Disaster Management.

G. Remmiya Devi, M. Anand Kumar, K. P. Soman

Proceedings of the Nature-Inspired Computation in Data Mining and Machine Learning, 2020

Deep learning-based techniques to enhance the precision of phrase-based statistical machine translation system for Indian languages.

Sanjanasri J. P., M. Anand Kumar, K. P. Soman

Int. J. Comput. Aided Eng. Technol., 2020

Sarcasm Detection in Tweets with BERT and GloVe Embeddings.

Akshay Khatri, Pranav P, Anand Kumar M

CoRR, 2020

Leveraging Multimodal Behavioral Analytics for Automated Job Interview Performance Assessment and Feedback.

Anumeha Agrawal, Rosa Anil George, Selvan Sunitha Ravi, Sowmya Kamath Shevgoor, Anand Kumar M

CoRR, 2020

Overview of the track on HASOC-Offensive Language Identification-DravidianCodeMix.

Bharathi Raja Chakravarthi, Anand Kumar M, John P. McCrae, B. Premjith, K. P. Soman, Thomas Mandl

Proceedings of the Working Notes of FIRE 2020, 2020

Overview of the HASOC Track at FIRE 2020: Hate Speech and Offensive Language Identification in Tamil, Malayalam, Hindi, English and German.

Thomas Mandl, Sandip Modha, Anand Kumar M, Bharathi Raja Chakravarthi

Proceedings of the FIRE 2020: Forum for Information Retrieval Evaluation, 2020

Clustering Enhanced Encoder-Decoder Approach to Dimensionality Reduction and Encryption.

B. R. Mukesh, Nara Madhumitha, N. Pai Aditya, Srinivas Vivek, Anand Kumar M

Proceedings of the Evolution in Computational Intelligence, 2020

2019

A Comparative Analysis of Machine Comprehension Using Deep Learning Models in Code-Mixed Hindi Language.

Sujith Viswanathan, M. Anand Kumar, K. P. Soman

Proceedings of the Recent Advances in Computational Intelligence, 2019

Embedding Linguistic Features in Word Embedding for Preposition Sense Disambiguation in English - Malayalam Machine Translation Context.

B. Premjith, K. P. Soman, M. Anand Kumar, D. Jyothi Ratnam

Proceedings of the Recent Advances in Computational Intelligence, 2019

Neural Machine Translation System for English to Indian Language Translation Using MTIL Parallel Corpus.

B. Premjith, M. Anand Kumar, K. P. Soman

J. Intell. Syst., 2019

An Overview of the Shared Task on Machine Translation in Indian Languages (MTIL) - 2017.

M. Anand Kumar, B. Premjith, Shivkaran Singh, S. Rajendran, K. P. Soman

J. Intell. Syst., 2019

Deep Learning Based Part-of-Speech Tagging for Malayalam Twitter Data (Special Issue: Deep Learning Techniques for Natural Language Processing).

S. Sachin Kumar, M. Anand Kumar, K. P. Soman

J. Intell. Syst., 2019

KCE DALab-APDA@FIRE2019: Author Profiling and Deception Detection in Arabic using Weighted Embedding.

Sharmila Devi V, Kannimuthu S, Ravikumar G, Anand Kumar M

Proceedings of the Working Notes of FIRE 2019, 2019

Bot and Gender Identification from Twitter.

Radarapu Rakesh, Yogesh Vishwakarma, Akkajosyula Surya Sai Gopal, Anand Kumar M

Proceedings of the Working Notes of CLEF 2019, 2019

2018

Deep learning based spell checker for Malayalam language.

S. Sooraj, K. Manjusha, M. Anand Kumar, K. P. Soman

J. Intell. Fuzzy Syst., 2018

Attention based English to Punjabi neural machine translation.

Shivkaran Singh, M. Anand Kumar, K. P. Soman

J. Intell. Fuzzy Syst., 2018

Co-occurrence based word representation for extracting named entities in Tamil tweets.

Remmiya Devi G, M. Anand Kumar, K. P. Soman

J. Intell. Fuzzy Syst., 2018

Integrating scattering feature maps with convolutional neural networks for Malayalam handwritten character recognition.

K. Manjusha, M. Anand Kumar, K. P. Soman

Int. J. Document Anal. Recognit., 2018

Character Embedding for Language Identification in Hindi-English Code-mixed Social Media Text.

P. V. Veena, M. Anand Kumar, K. P. Soman

Computación y Sistemas, 2018

Deep-Net: Deep Neural Network for Cyber Security Use Cases.

R. Vinayakumar, Barathi Ganesh HB, Prabaharan Poornachandran, Anand Kumar M, Soman K. P

CoRR, 2018

AmritaNLP at SemEval-2018 Task 10: Capturing discriminative attributes using convolution neural network over global vector representation.

Vivek Vinayan, M. Anand Kumar, Soman K. P

Proceedings of The 12th International Workshop on Semantic Evaluation, 2018

Amrita_student at SemEval-2018 Task 1: Distributed Representation of Social Media Text for Affects in Tweets.

Nidhin A. Unnithan, Shalini K, Barathi Ganesh H. B., M. Anand Kumar, Soman K. P

Proceedings of The 12th International Workshop on Semantic Evaluation, 2018

CENNLP at SemEval-2018 Task 2: Enhanced Distributed Representation of Text using Target Classes for Emoji Prediction Representation.

Naveen J. R, Hariharan V, Barathi Ganesh H. B., M. Anand Kumar, Soman K. P

Proceedings of The 12th International Workshop on Semantic Evaluation, 2018

CENNLP at SemEval-2018 Task 1: Constrained Vector Space Model in Affects in Tweets.

Naveen J. R, Barathi Ganesh H. B., M. Anand Kumar, Soman K. P

Proceedings of The 12th International Workshop on Semantic Evaluation, 2018

TeamCEN at SemEval-2018 Task 1: Global Vectors Representation in Emotion Detection.

Anon George, Barathi Ganesh H. B., Anand Kumar M, Soman K. P

Proceedings of The 12th International Workshop on Semantic Evaluation, 2018

Sentiment Analysis for Code-Mixed Indian Social Media Text With Distributed Representation.

Shalini K, Barathi Ganesh H. B., M. Anand Kumar, K. P. Soman

Proceedings of the 2018 International Conference on Advances in Computing, 2018

KCE_DAlab@MAPonSMS-FIRE2018: Effective word and character-based features for Multilingual Author Profiling.

Sharmila Devi V, S. Kannimuthu, Ravikumar G, Anand Kumar M

Proceedings of the Working Notes of FIRE 2018, 2018

Indian Native Language Identification - INLI 2018.

Anand Kumar M, Barathi Ganesh H. B., Soman K. P, Ajay S. G

Proceedings of the 10th annual meeting of the Forum for Information Retrieval Evaluation, 2018

Overview of the second shared task on Indian Native Language Identification (INLI).

Anand Kumar M, Barathi Ganesh H. B., Ajay S. G, Soman K. P

Proceedings of the Working Notes of FIRE 2018, 2018

Information Extraction for Conversational Systems in Indian Languages - Arnekt IECSIL.

Barathi Ganesh H. B., Soman K. P, Reshma U, Mandar Kale, Prachi Mankame, Gouri Kulkarni, Anitha Kale, Anand Kumar M

Proceedings of the 10th annual meeting of the Forum for Information Retrieval Evaluation, 2018

Overview of Arnekt IECSIL at FIRE-2018 Track on Information Extraction for Conversational Systems in Indian Languages.

Barathi Ganesh H. B., Soman K. P, Reshma U, Mandar Kale, Prachi Mankame, Gouri Kulkarni, Anitha Kale, Anand Kumar M

Proceedings of the Working Notes of FIRE 2018, 2018

2017

Deep Health Care Text Classification.

R. Vinayakumar, Barathi Ganesh H. B., M. Anand Kumar, K. P. Soman

CoRR, 2017

Vector Space Model as Cognitive Space for Text Classification.

Barathi Ganesh H. B., M. Anand Kumar, K. P. Soman

CoRR, 2017

Dependency resolution and semantic mining using Tree Adjoining Grammars for Tamil Language.

Vijay Krishna Menon, S. Rajendran, M. Anand Kumar, K. P. Soman

CoRR, 2017

Scattering representation in Malayalam character recognition.

K. Manjusha, M. Anand Kumar, K. P. Soman

Proceedings of the Twenty-third National Conference on Communications, 2017

Sentiment Analysis of Tweets in Malayalam Using Long Short-Term Memory Units and Convolutional Neural Nets.

S. Sachin Kumar, M. Anand Kumar, K. P. Soman

Proceedings of the Mining Intelligence and Knowledge Exploration, 2017

An effective way of word-level language identification for code-mixed facebook comments using word-embedding via character-embedding.

P. V. Veena, M. Anand Kumar, K. P. Soman

Proceedings of the 2017 International Conference on Advances in Computing, 2017

Detecting stance in kannada social media code-mixed text using sentence embedding.

Srinidhi Skanda V, M. Anand Kumar, K. P. Soman

Proceedings of the 2017 International Conference on Advances in Computing, 2017

Onto-thesaurus for tamil language: Ontology based intelligent system for information retrieval.

C. Sankaralingam, S. Rajendran, B. Kavirajan, M. Anand Kumar, K. P. Soman

Proceedings of the 2017 International Conference on Advances in Computing, 2017

Chunking based malayalam paraphrase identification using unfolding recursive autoencoders.

R. Praveena, M. Anand Kumar, K. P. Soman

Proceedings of the 2017 International Conference on Advances in Computing, 2017

On designing lightweight qos routing protocol for delay-sensitive wireless body area networks.

M. Anand Kumar, C. Vidya Raj

Proceedings of the 2017 International Conference on Advances in Computing, 2017

Improving the rule based machine translation system using sentence simplification (english to tamil).

Kavirajan B, M. Anand Kumar, K. P. Soman, S. Rajendran, S. Vaithehi

Proceedings of the 2017 International Conference on Advances in Computing, 2017

AmritaNLP@PAN-RusProfiling : Author Profiling using Machine Learning Techniques.

Vivek Vinayan, Naveen J. R, Harikrishnan N. B., M. Anand Kumar, Soman K. P

Proceedings of the Working notes of FIRE 2017, 2017

KEC_DAlab @ EventXtract-IL-FIRE2017: Event Extraction using Support Vector Machines.

Sharmila Devi V, S. Kannimuthu, Safeeq G, Anand Kumar M

Proceedings of the Working notes of FIRE 2017, 2017

Overview of the INLI PAN at FIRE-2017 Track on Indian Native Language Identification.

M. Anand Kumar, Barathi Ganesh H. B., Shivkaran Singh, Soman K. P, Paolo Rosso

Proceedings of the Working notes of FIRE 2017, 2017

Distributed Representation in Information Retrieval - AMRITA_CEN_NLP@IRLeD 2017.

Barathi Ganesh H. B., Reshma U, M. Anand Kumar, Soman K. P

Proceedings of the Working notes of FIRE 2017, 2017

Representation of Target Classes for Text Classification - AMRITA_CEN_NLP@RusProfiling PAN 2017.

Barathi Ganesh H. B., Reshma U, M. Anand Kumar, Soman K. P

Proceedings of the Working notes of FIRE 2017, 2017

NLP CEN AMRITA @ SMM4H: Health Care Text Classification through Class Embeddings.

Barathi Ganesh H. B., R. Vinayakumar, M. Anand Kumar, K. P. Soman

Proceedings of the 2nd Social Media Mining for Health Research and Applications Workshop co-located with the American Medical Informatics Association Annual Symposium (AMIA 2017), 2017

2016

A new TAG Formalism for Tamil and Parser Analytics.

Vijay Krishna Menon, S. Rajendran, M. Anand Kumar, K. P. Soman

CoRR, 2016

AmritaCEN at SemEval-2016 Task 11: Complex Word Identification using Word Embedding.

Sanjay S. P., Anand Kumar M, K. P. Soman

Proceedings of the 10th International Workshop on Semantic Evaluation, 2016

Amrita_CEN at SemEval-2016 Task 1: Semantic Relation from Word Embeddings in Higher Dimension.

Barathi Ganesh H. B., M. Anand Kumar, K. P. Soman

Proceedings of the 10th International Workshop on Semantic Evaluation, 2016

CEN@Amrita FIRE 2016: Context based Character Embeddings for Entity Extraction in Code-Mixed Text.

Srinidhi Skanda V, Shivkaran Singh, Remmiya Devi G, Veena P. V, M. Anand Kumar, Soman K. P

Proceedings of the Working notes of FIRE 2016, 2016

AMRITA _CEN@FIRE 2016: Consumer Health Information Search using Keyword and Word Embedding Features.

Veena P. V, Remmiya Devi G, M. Anand Kumar, Soman K. P

Proceedings of the Working notes of FIRE 2016, 2016

CEN@Amrita: Information Retrieval on CodeMixed Hindi-English Tweets Using Vector Space Models.

Shivkaran Singh, M. Anand Kumar, Soman K. P

Proceedings of the Working notes of FIRE 2016, 2016

DPIL@FIRE2016: Overview of the Shared task on Detecting Paraphrases in Indian language.

M. Anand Kumar, Shivkaran Singh, Kavirajan B, Soman K. P

Proceedings of the Working notes of FIRE 2016, 2016

Amrita-CEN@MSIR-FIRE2016: Code-Mixed Question Classification using BoWs and RNN Embeddings.

M. Anand Kumar, Soman K. P

Proceedings of the Working notes of FIRE 2016, 2016

Shared Task on Detecting Paraphrases in Indian Languages (DPIL): An Overview.

M. Anand Kumar, Shivkaran Singh, B. Kavirajan, K. P. Soman

Proceedings of the Text Processing, 2016

Conditional Random Fields for Code Mixed Entity Recognition.

Barathi Ganesh H. B., M. Anand Kumar, Soman K. P

Proceedings of the Working notes of FIRE 2016, 2016

Distributional Semantic Representation in Health Care Text Classification.

Barathi Ganesh H. B., M. Anand Kumar, Soman K. P

Proceedings of the Working notes of FIRE 2016, 2016

Distributional Semantic Representation for Text Classification and Information Retrieval.

Barathi Ganesh H. B., M. Anand Kumar, Soman K. P

Proceedings of the Working notes of FIRE 2016, 2016

AMRITA_CEN@FIRE 2016: Code-Mix Entity Extraction for Hindi-English and Tamil-English Tweets.

Remmiya Devi G, Veena P. V, M. Anand Kumar, Soman K. P

Proceedings of the Working notes of FIRE 2016, 2016

Entity Extraction of Hindi-English and Tamil-English Code-Mixed Social Media Text.

Remmiya Devi G, P. V. Veena, M. Anand Kumar, K. P. Soman

Proceedings of the Text Processing, 2016

From Vector Space Models to Vector Space Models of Semantics.

Barathi Ganesh H. B., M. Anand Kumar, K. P. Soman

Proceedings of the Text Processing, 2016

Statistical Semantics in Context Space : Amrita_CEN@Author Profiling.

Barathi Ganesh H. B., M. Anand Kumar, K. P. Soman

Proceedings of the Working Notes of CLEF 2016, 2016

2015

AMRITA_CEN$@$SemEval-2015: Paraphrase Detection for Twitter using Unsupervised Feature Learning with Recursive Autoencoders.

Mahalakshmi Shanumuga Sundaram, Anand Kumar Madasamy, Soman Kotti Padannayil

Proceedings of the 9th International Workshop on Semantic Evaluation, 2015

AMRITA - CEN@NEEL: Identification and Linking of Twitter Entities.

Barathi Ganesh H. B., Abinaya N., M. Anand Kumar, Vinaykumar R., K. P. Soman

Proceedings of the the 5th Workshop on Making Sense of Microposts co-located with the 24th International World Wide Web Conference (WWW 2015), 2015

AMRITA-CEN@SAIL2015: Sentiment Analysis in Indian Languages.

Shriya Se, R. Vinayakumar, M. Anand Kumar, K. P. Soman

Proceedings of the Mining Intelligence and Knowledge Exploration, 2015

AMRITA_CEN-NLP@SAIL2015: Sentiment Analysis in Indian Language Using Regularized Least Square Approach with Randomized Feature Learning.

S. Sachin Kumar, B. Premjith, M. Anand Kumar, K. P. Soman

Proceedings of the Mining Intelligence and Knowledge Exploration, 2015

A computational framework for Tamil document classification using Random Kitchen Sink.

Sanjanasri J. P., M. Anand Kumar

Proceedings of the 2015 International Conference on Advances in Computing, 2015

Author identification based on word distribution in word space.

Barathi Ganesh H. B., Reshma U, M. Anand Kumar

Proceedings of the 2015 International Conference on Advances in Computing, 2015

AMRITA_CEN-NLP@FIRE 2015: CRF Based Named Entity Extractor For Twitter Microposts.

Sanjay S. P., M. Anand Kumar, K. P. Soman

Proceedings of the Post Proceedings of the Workshops at the 7th Forum for Information Retrieval Evaluation, 2015

AMRITA-CEN@FIRE2015: Automated Story Illustration using Word Embedding.

Sanjay S. P., Nivedhitha Ezhilarasan, M. Anand Kumar, K. P. Soman

Proceedings of the Post Proceedings of the Workshops at the 7th Forum for Information Retrieval Evaluation, 2015

AMRITA_CEN @ FIRE 2015: Extracting Entities for Social Media Texts in Indian Languages.

M. Anand Kumar, Shriya Se, K. P. Soman

Proceedings of the Post Proceedings of the Workshops at the 7th Forum for Information Retrieval Evaluation, 2015

AmritaCEN_NLP @ FIRE 2015 Language Identification for Indian Languages in Social Media Text.

Rahul Venkatesh Kumar, M. Anand Kumar, K. P. Soman

Proceedings of the Post Proceedings of the Workshops at the 7th Forum for Information Retrieval Evaluation, 2015

2014

Improving the Performance of English-Tamil Statistical Machine Translation System using Source-Side Pre-Processing.

M. Anand Kumar, V. Dhanalakshmi, K. P. Soman, V. Sharmiladevi

CoRR, 2014

Joint layer based deep learning framework for bilingual machine transliteration.

Sanjanaashree P, Anand Kumar M

Proceedings of the 2014 International Conference on Advances in Computing, 2014

Machine learning approach for correcting preposition errors using SVD features.

Anuja Aravind, Anand Kumar M

Proceedings of the 2014 International Conference on Advances in Computing, 2014

AMRITA_CEN@FIRE-2014: Morpheme Extraction and Lemmatization for Tamil using Machine Learning.

Anand Kumar M, K. P. Soman

Proceedings of the Forum for Information Retrieval Evaluation, 2014

AMRITA_CEN@FIRE-2014: Named Entity Recognition for Indian Languages using Rich Features.

N. Abinaya, Neethu John, Barathi H. B. Ganesh, M. Anand Kumar, K. P. Soman

Proceedings of the Forum for Information Retrieval Evaluation, 2014

2012

Human Computer Interaction with Hand Gestures in Virtual Environment.

Siddharth S. Rautaray, Anand Kumar M, Anupam Agrawal

Proceedings of the Perception and Machine Intelligence - First Indo-Japan Conference, 2012

2011

Tamil to Hindi Machine Transliteration Using Support Vector Machines.

S. Keerthana, V. Dhanalakshmi, M. Anand Kumar, V. P. Ajith, K. P. Soman

Proceedings of the Signal Processing and Information Technology, 2011

Clause Boundary Identification for Tamil Language Using Dependency Parsing.

R. Dhivya, V. Dhanalakshmi, M. Anand Kumar, K. P. Soman

Proceedings of the Signal Processing and Information Technology, 2011

2010

Grammar Teaching Tools for Tamil language.

V. Dhanalakshmi, M. Anand Kumar, R. U. Rekha, K. P. Soman, S. Rajendran

Proceedings of the 2010 International Conference on Technology for Education, 2010

Morphological Analyzer for Telugu Using Support Vector Machine.

G. Sai Kiranmai, K. Mallika, M. Anand Kumar, V. Dhanalakshmi, K. P. Soman

Proceedings of the Information and Communication Technologies - International Conference, 2010

A Novel Approach to Morphological Generator for Tamil.

R. U. Rekha, M. Anand Kumar, V. Dhanalakshmi, K. P. Soman, S. Rajendran

Proceedings of the Data Engineering and Management - Second International Conference, 2010

Morphological Analyzer for Malayalam Using Machine Learning.

V. P. Abeera, S. Aparna, R. U. Rekha, M. Anand Kumar, V. Dhanalakshmi, K. P. Soman, S. Rajendran

Proceedings of the Data Engineering and Management - Second International Conference, 2010

2009

Chunker for Tamil.

V. Dhanalakshmi, P. Padmavathy, M. Anand Kumar, K. P. Soman, S. Rajendran

Proceedings of the ARTCom 2009, 2009

Morphological Analyzer for Agglutinative Languages Using Machine Learning Approaches.

V. Dhanalakshmi, M. Anand Kumar, R. U. Rekha, C. Arun Kumar, K. P. Soman, S. Rajendran

Proceedings of the ARTCom 2009, 2009