Back close
Admissions

Dr. Premjith B.

Assistant Professor (Sr. Gd.), Center for Computational Engineering and Networking (CEN), Coimbatore

Qualification: Ph.D
b_premjith@cb.amrita.edu
Ph: +91-9597141816 / +91-9495181122
Google scholar
Scopus Author ID
Research Interest: Bioinformatics, Computational Linguistics, Cybersecurity, Deep Learning, Finance, Machine Learning, Natural Language Processing, NLP applications in Indian languages
Nature of Association: Regular

Bio Publications Positions Teaching  Awards Invited Talks Projects Miscellaneous
Bio

Dr Premjith B currently serves as an Assistant Professor (Sr. Gd.) at the Amrita School of Artificial Intelligence, Amrita Vishwa Vidyapeetham, Coimbatore. His research focuses on developing Machine Learning/Deep Learning models for machine translation, word sense disambiguation, morphological segmentation and synthesis, Part-of-Speech tagging, Named Entity Recognition and Dependency parsing. He also worked on various social media analysis applications such as hate speech/offensive language identification, emotion detection from social media data, sentiment analysis, factuality identification and fake news detection. He is currently interested in applying artificial intelligence techniques for cybersecurity, and finance.

Premjith finished his B-Tech in Computer Science and Engineering from Kannur University. He obtained his M.Tech in Computational Engineering and Networking from Amrita Vishwa Vidyapeetham. He pursued his PhD in Neural Machine Translation from Amrita Vishwa Vidyapeetham under the guidance of Prof. K.P Soman. He started working at Amrita as a faculty in 2020.

Publications

Journal Article

Year : 2024

Feature Extraction and Anomaly Detection Using Different Autoencoders for Modeling Intrusion Detection Systems

Cite this Research Publication : Sivasubramanian, A., Devisetty, M., Bhavukam, P., "Feature Extraction and Anomaly Detection Using Different Autoencoders for Modeling Intrusion Detection Systems", (2024) Arabian Journal for Science and Engineering, DOI: 10.1007/s13369-024-08951-5

Publisher : Arabian Journal for Science and Engineering

Year : 2024

Detection of Hate Speech and Offensive Language CodeMix Text in Dravidian Languages Using Cost-Sensitive Learning Approach

Cite this Research Publication : Sreelakshmi, K., Premjith, B., Chakravarthi, B.R., Soman, K.P., Detection of Hate Speech and Offensive Language CodeMix Text in Dravidian Languages Using Cost-Sensitive Learning Approach, (2024) IEEE Access, 12, pp. 20064-20090. DOI: 10.1109/ACCESS.2024.3358811

Publisher : IEEE Access

Year : 2021

Deep Learning Approach for the Morphological Synthesis in Malayalam and Tamil at the Character Level

Cite this Research Publication : Premjith, B., Soman, K.P., Deep Learning Approach for the Morphological Synthesis in Malayalam and Tamil at the Character Level, (2021) ACM Transactions on Asian and Low-Resource Language Information Processing, 20 (6), art. no. 94, . DOI: 10.1145/3457976

Publisher : ACM Transactions on Asian and Low-Resource Language Information Processing

Year : 2019

Hate speech detection for Hindi-English Code-mixed social media text

Cite this Research Publication : Sreelakshmi K, Premjith B, Soman K P, “Hate speech detection for Hindi-English Code-mixed social media text”, in The Seventh International Symposium on Women in Computing and Informatics (WCI'19) 2019.

Publisher : WCI'19

Year : 2019

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

Cite this Research Publication : Kumar, M.A., Premjith, B., Singh, S., Rajendran, S., Soman, K.P., An overview of the shared task on machine translation in Indian languages (MTIL)-2017, (2019) Journal of Intelligent Systems, 28 (3), pp. 455-464. DOI: 10.1515/jisys-2018-0024

Publisher : Journal of Intelligent Systems

Year : 2019

Neural Machine Translation System for English to Indian Language Translation Using MTIL Parallel Corpus: Special Issue on Natural Language Processing

Cite this Research Publication : Premjith, B., Kumar, M.A., Soman, K.P., Neural machine translation system for English to Indian language translation using MTIL parallel corpus, (2019) Journal of Intelligent Systems, 28 (3), pp. 387-398. DOI: 10.1515/jisys-2019-2510

Publisher : Journal of Intelligent Systems

Year : 2018

Transfer of Simple English Preposition ‘to’and ‘with’into Hindi Utilizing Linguistic Features of the Predicate part of a Sentence with Machine Learning Approach in an English to Hindi MT Context

Cite this Research Publication : Jyothi Ratnam, D and Soman, KP and Premjith, B and Priya, MG "Transfer of Simple English Preposition ‘to’and ‘with’into Hindi Utilizing Linguistic Features of the Predicative part of a Sentence with Machine Learning Approach in an English to Hindi MT Context", Journal of Advanced Research in Dynamical \& Control Systems (10, 240-264), 2018

Year : 2018

Modeling the Fresh and Hardened Stage Properties of Self-Compacting Concrete using Random Kitchen Sink Algorithm

Cite this Research Publication : Sathyan, D., Anand, K.B., Prakash, A.J., Premjith, B., Modeling the Fresh and Hardened Stage Properties of Self-Compacting Concrete using Random Kitchen Sink Algorithm, (2018) International Journal of Concrete Structures and Materials, 12 (1), art. no. 24, . DOI: 10.1186/s40069-018-0246-7

Publisher : International Journal of Concrete Structures and Materials

Year : 2016

A Fast and Efficient Framework for Creating Parallel Corpus

Cite this Research Publication : Premjith, B., Sachin Kumar, S., Shyam, R., Anand Kumar, M.A., Soman, K.P., "A Fast and Efficient Framework for Creating Parallel Corpus," (2016) Indian Journal of Science and Technology, 9 (45), art. no. 106520, . DOI: 10.17485/ijst/2016/v9i45/106520

Publisher : Indian Journal of Science and Technology

Year : 2016

A distributed approach for predicting malicious activities in a network from a streaming data with support vector machine and explicit random feature mapping

Cite this Research Publication : P. Poornachandran, B. Premjith, and Dr. Soman K. P., “A distributed approach for predicting malicious activities in a network from a streaming data with support vector machine and explicit random feature mapping”, IIOAB Journal, vol. 7, pp. 24-29, 2016.

Publisher : IIOAB Journal

Year : 2015

Computational experiment of one class SVM in excel

Cite this Research Publication : K. R. Rithu Vadhana, G. Swamynadhan, P. V. Neethu, B. Premjith, and Dr. Soman K. P., “Computational experiment of one class SVM in excel”, International Journal of Applied Engineering Research, vol. 10, no. 20, pp. 19356-19360, 2015.

Publisher : Research India Publications

Year : 2013

Insight into Primal Dual Augmented Lagrangian Multiplier Method

Cite this Research Publication : Premjith B, Sachin Kumar S, Akhil M, Bijeesh TV, KP Soman, Insight into Primal Dual Augmented Lagrangian Multiplier Method, arXiv: 1312.7637 [cs. NA], 2013

Publisher : International Journal of Computer Science and Information Technology & Security

Conference Paper

Year : 2024

Overview of the Second Shared Task on Fake News Detection in Dravidian Languages: DravidianLangTech@EACL 2024

Cite this Research Publication : Subramanian, M., Chakravarthi, B.R., Shanmugavadivel, K., Pandiyan, S., Kumaresan, P.K., Palani, B., Premjith, B., Vanaja, Mithunajha, S., Devika, K., Hariprasath, S.B., Haripriya, B., Vigneshwar, E., "Overview of the Second Shared Task on Fake News Detection in Dravidian Languages: DravidianLangTech@EACL 2024, (2024) DravidianLangTech 2024 - 4th Workshop on Speech, Vision, and Language Technologies for Dravidian Languages, Proceedings of the Workshop, pp. 71-78.

Publisher : Proceedings of 4th Workshop on Speech, Vision, and Language Technologies for Dravidian Languages

Year : 2024

From Dataset to Detection: A Comprehensive Approach to Combating Malayalam Fake News

Cite this Research Publication : Devika, K., Hari Prasath, S.B., Haripriya, B., Vigneshwar, E., Premjith, B., Chakravarthi, B.R., "From Dataset to Detection: A Comprehensive Approach to Combating Malayalam Fake News," (2024) DravidianLangTech 2024 - Proceedings of 4th Workshop on Speech, Vision, and Language Technologies for Dravidian Languages, pp. 16-23.

Publisher : Proceedings of 4th Workshop on Speech, Vision, and Language Technologies for Dravidian Languages

Year : 2024

Findings of the Shared Task on Hate and Offensive Language Detection in Telugu Codemixed Text (HOLD-Telugu)

Cite this Research Publication : Premjith, B., Chakravarthi, B.R., Kumaresan, P.K., Rajiakodi, S., Karnati, S.P., Mangamuru, S.R.R., Janakiram, C., Findings of the Shared Task on Hate and Offensive Language Detection in Telugu Codemixed Text (HOLD-Telugu)@DravidianLangTech 2024, (2024) DravidianLangTech 2024 - 4th Workshop on Speech, Vision, and Language Technologies for Dravidian Languages, Proceedings of the Workshop, pp. 49-55.

Publisher : 4th Workshop on Speech, Vision, and Language Technologies for Dravidian Languages, Proceedings of the Workshop

Year : 2024

EMG Physical Action Detection using Recurrence Plot Approach

Cite this Research Publication : Ajayan, A.K., Premjith, B., "EMG Physical Action Detection using Recurrence Plot Approach," (2024) Procedia Computer Science, 235, pp. 1539-1547. DOI: 10.1016/j.procs.2024.04.145

Publisher : Procedia Computer Science

Year : 2024

A Transformer-Based Stock Market Price Prediction by Incorporating BERT Embedding

Cite this Research Publication : Pradeep, P., Premjith, B., Nimal Madhu, M., Gopalakrishnan, E.A., "A Transformer-Based Stock Market Price Prediction by Incorporating BERT Embedding," Proceedings of the Tenth International Conference on Mathematics and Computing, (2024) Lecture Notes in Networks and Systems, 964 LNNS, pp. 95-107. DOI: 10.1007/978-981-97-2066-8_10

Publisher : Proceedings of the Tenth International Conference on Mathematics and Computing

Year : 2024

Findings of the Shared Task on Multimodal Social Media Data Analysis in Dravidian Languages (MSMDA-DL)

Cite this Research Publication : Premjith B, Jyothish G, Sowmya V, Bharathi Raja Chakravarthi, K Nandhini, Rajeswari Natarajan, Abirami Murugappan, Bharathi B, Saranya Rajiakodi, Rahul Ponnusamy, Jayanth Mohan, and Mekapati Reddy. 2024. Findings of the Shared Task on Multimodal Social Media Data Analysis in Dravidian Languages (MSMDA-DL)@DravidianLangTech 2024. In Proceedings of the Fourth Workshop on Speech, Vision, and Language Technologies for Dravidian Languages, pages 56–61, St. Julian's, Malta. Association for Computational Linguistics.

Publisher : Proceedings of the Fourth Workshop on Speech, Vision, and Language Technologies for Dravidian Languages

Year : 2024

CEN_Amrita@LT-EDI 2024: A Transformer based Speech Recognition System for Vulnerable Individuals in Tamil

Cite this Research Publication : Jairam R, Jyothish G, Premjith B, and Viswa M., 2024. CEN_Amrita@LT-EDI 2024: A Transformer based Speech Recognition System for Vulnerable Individuals in Tamil. In Proceedings of the Fourth Workshop on Language Technology for Equality, Diversity, Inclusion, pages 190–195, St. Julian's, Malta. Association for Computational Linguistics, p. 190-195.

Publisher : 2024 - 4th Workshop on Language Technology for Equality, Diversity, Inclusion, Proceedings of the Workshop

Year : 2024

Bridging Language Barriers: Exploring Hindi-to-English Speech-to-Speech Translation for Multilingual Communication

Cite this Research Publication : Phogat, Divith, Karnati Sai Prashanth, Mangamuru Sai Rishith, Rachure Charith Sai, Sajja Bala Karthikeya, G. Jyothish Lal, and B. Premjith. "Bridging Language Barriers: Exploring Hindi-to-English Speech-to-Speech Translation for Multilingual Communication." In Congress on Intelligent Systems, (2024) Lecture Notes in Networks and Systems, 865, pp. 141-152., DOI: 10.1007/978-981-99-9043-6_12

Publisher : Springer

Year : 2024

A Few-Shot Multi-Accented Speech Classification for Indian Languages using Transformers and LLM’s Fine-Tuning Approaches

Cite this Research Publication : Jairam R, Jyothish G, and Premjith B. 2024. A Few-Shot Multi-Accented Speech Classification for Indian Languages using Transformers and LLM’s Fine-Tuning Approaches. In Proceedings of the Fourth Workshop on Speech, Vision, and Language Technologies for Dravidian Languages, pages 1–9, St. Julian's, Malta. Association for Computational Linguistics

Year : 2023

Feature Engineering and Selection for the Identification of Fake News in Social Media

Cite this Research Publication : Vinay, R., Premjith, B., Shukla, D., Soman, K.P., "Feature Engineering and Selection for the Identification of Fake News in Social Media," International Conference on Signal & Data Processing, (2023) Lecture Notes in Electrical Engineering, 1026 LNEE, pp. 291-301., DOI: 10.1007/978-981-99-1410-4_24

Publisher : International Conference on Signal & Data Processing

Year : 2023

Continuous Authentication Using Gait Patterns

Cite this Research Publication : Nair, A.J., Premjith, B., Shukla, D., Soman, K.P., Continuous Authentication Using Gait Patterns, International Conference on Signal & Data Processing, (2023) Lecture Notes in Electrical Engineering, 1026 LNEE, pp. 447-459., DOI: 10.1007/978-981-99-1410-4_37

Publisher : International Conference on Signal & Data Processing

Year : 2023

Deep Learning with Attention Mechanism for Cryptocurrency Price Forecasting

Cite this Research Publication : Yazhini, V., Nimal Madhu, M., Premjith, B., Gopalakrishnan, E.A., "Deep Learning with Attention Mechanism for Cryptocurrency Price Forecasting," International Conference on Information, Communication and Computing Technology, (2023) Lecture Notes in Networks and Systems, 757 LNNS, pp. 471-484. DOI: 10.1007/978-981-99-5166-6_32

Publisher : International Conference on Information, Communication and Computing Technology

Year : 2023

BERT-Based Dependency Parser for Hindi

Cite this Research Publication : Nambiar, A., Premjith, B., Sanjanasri, J.P., Soman, K.P., BERT-Based Dependency Parser for Hindi, International Conference on Advances in Data Science and Computing Technologies (2023), Lecture Notes in Electrical Engineering, 1056 LNEE, pp. 421-427. DOI: 10.1007/978-981-99-3656-4_43

Publisher : International Conference on Advances in Data Science and Computing Technologies

Year : 2023

Named Entity Recognition Using Deep Learning and BERT for Tamil and Hindi Languages

Cite this Research Publication : Menon, S., Sanjanasri, J.P., Premjith, B., Soman, K.P., "Named Entity Recognition Using Deep Learning and BERT for Tamil and Hindi Languages," International Conference on Advances in Data Science and Computing Technologies (2023), Lecture Notes in Electrical Engineering, 1056 LNEE, pp. 395-403. DOI: 10.1007/978-981-99-3656-4_40

Publisher : Lecture Notes in Electrical Engineering

Year : 2023

Deep Learning-Based Time Series Forecasting for CO2 Emission

Cite this Research Publication : Anilkumar, A., Yadukrishnan, V., Nimal Madhu, M., Hareesh, V., Premjith, B., "Deep Learning-Based Time Series Forecasting for CO2 Emission," (2023) Lecture Notes in Networks and Systems, 729 LNNS, pp. 294-303. DOI: 10.1007/978-3-031-36246-0_28

Publisher : Lecture Notes in Networks and Systems

Year : 2023

Overview of Shared-task on Abusive Comment Detection in Tamil and Telugu

Cite this Research Publication : Priyadharshini, R., Chakravarthi, B.R., Subramanian, M., Navaneethakrishnan, S.C., Shanmugavadivel, K., Premjith, B., Murugappan, A., Kumaresan, P.K., Prashanth, K.S., Reddy, M.S.R., Chandu, J., "Overview of Shared-task on Abusive Comment Detection in Tamil and Telugu", (2023) DravidianLangTech 2023 - 3rd Workshop on Speech and Language Technologies for Dravidian Languages, associated with 14th International Conference on Recent Advances in Natural Language Processing, RANLP 2023 - Proceedings, pp. 80-87. DOI: 10.26615/978-954-452-085-4_011

Publisher : Third Workshop on Speech and Language Technologies for Dravidian Languages

Year : 2023

Findings of the Shared Task on Multimodal Abusive Language Detection and Sentiment Analysis in Tamil and Malayalam

Cite this Research Publication : Premjith, B., Jyothish Lal, G., Sowmya, V., Chakravarthi, B.R., Natarajan, R., Nandhini, K., Murugappan, A., Bharathi, B., Kaushik, M., Prasanth, S.N., Raj, R.A., Vijai Simmon, S., "Findings of the Shared Task on Multimodal Abusive Language Detection and Sentiment Analysis in Tamil and Malayalam," (2023) DravidianLangTech 2023 - 3rd Workshop on Speech and Language Technologies for Dravidian Languages, associated with 14th International Conference on Recent Advances in Natural Language Processing, RANLP 2023 - Proceedings, pp. 72-79., DOI: 10.26615/978-954-452-085-4_010

Publisher : Third Workshop on Speech and Language Technologies for Dravidian Languages

Year : 2023

Hate and Offensive Keyword Extraction from CodeMix Malayalam Social Media Text Using Contextual Embedding

Cite this Research Publication : Raphel, M., Premjith, B., Sreelakshmi, K., Chakravarthi, B.R., "Hate and Offensive Keyword Extraction from CodeMix Malayalam Social Media Text Using Contextual Embedding," (2023) DravidianLangTech 2023 - 3rd Workshop on Speech and Language Technologies for Dravidian Languages, associated with 14th International Conference on Recent Advances in Natural Language Processing, RANLP 2023 - Proceedings, pp. 10-18., DOI: 10.26615/978-954-452-085-4_002

Publisher : Proceedings of the Third Workshop on Speech and Language Technologies for Dravidian Languages

Year : 2023

A Comparative Study of Text-to-Speech (TTS) Models and Vocoder Combinations for High-Quality Synthesized Speech

Cite this Research Publication : P. V. Reddy, D. Rohith, S. V. S. Dhanush, T. S. Ganesh Kumar, J. L. G and B. Premjith, "A Comparative Study of Text-to-Speech (TTS) Models and Vocoder Combinations for High-Quality Synthesized Speech," 2023 7th International Conference on Electronics, Communication and Aerospace Technology (ICECA), Coimbatore, India, 2023, pp. 311-315

Publisher : IEEE

Year : 2023

Multimodal Approach for Code-Mixed Speech Sentiment Classification

Cite this Research Publication : Keshav, S., Jyothish Lal, G., Premjith, B. (2023). Multimodal Approach for Code-Mixed Speech Sentiment Classification. In: Chakravarthy, V., Bhateja, V., Flores Fuentes, W., Anguera, J., Vasavi, K.P. (eds) Advances in Signal Processing, Embedded Systems and IoT, Lecture Notes in Electrical Engineering, vol 992. Springer, Singapore. https://doi.org/10.1007/978-981-19-8865-3_50

Publisher : Advances in Signal Processing, Embedded Systems and IoT

Year : 2022

Ink Recognition Using TDNN and Bi-LSTM

Cite this Research Publication : Sai Kesav, R., Barathi Ganesh, H.B., Premjith, B., Soman, K.P., Ink Recognition Using TDNN and Bi-LSTM, (2022) Lecture Notes in Electrical Engineering, 853, pp. 35-45., DOI: 10.1007/978-981-16-9885-9_3

Year : 2022

Grapheme to Phoneme Conversion for Malayalam Speech Using Encoder-Decoder Architecture

Cite this Research Publication : Priyamvada, R., Govind, D., Menon, V.K., Premjith, B., Soman, K.P., "Grapheme to Phoneme Conversion for Malayalam Speech Using Encoder-Decoder Architecture," (2022) Smart Innovation, Systems and Technologies, 266, pp. 41-49., DOI: 10.1007/978-981-16-6624-7_5

Year : 2022

Amrita_CEN at SemEval-2022 Task 6: A Machine Learning Approach for Detecting Intended Sarcasm using Oversampling

Cite this Research Publication : Ajayan, A.K., Mohanan, K., Anugraha, S., Premjith, B., Soman, K. P., "Amrita_CEN at SemEval-2022 Task 6: A Machine Learning Approach for Detecting Intended Sarcasm using Oversampling, (2022) SemEval 2022," 16th International Workshop on Semantic Evaluation, Proceedings of the Workshop, pp. 834-839.

Year : 2022

Findings of the Shared Task on Multimodal Sentiment Analysis and Troll Meme Classification in Dravidian Languages

Cite this Research Publication : Premjith, B., Chakravarthi, B.R., Subramanian, M., Bharathi, B., Soman, K.P., Vadivel, D., Sreelakshmi, K., Pandian, A., Kumaresan, P.K., Findings of the Shared Task on Multimodal Sentiment Analysis and Troll Meme Classification in Dravidian Languages, (2022) DravidianLangTech 2022 - 2nd Workshop on Speech and Language Technologies for Dravidian Languages, Proceedings of the Workshop, pp. 254-260.

Year : 2022

CEN-Tamil@DravidianLangTech-ACL2022: Abusive Comment detection in Tamil using TF-IDF and Random Kitchen Sink Algorithm

Cite this Research Publication : Prasanth S N, R Aswin Raj, Adhithan P, Premjith B, Soman Kp "CEN-Tamil@DravidianLangTech-ACL2022: Abusive Comment detection in Tamil using TF-IDF and Random Kitchen Sink Algorithm", Proceedings of the Second Workshop on Speech and Language Technologies for Dravidian Languages, (Dublin, Ireland, 70 - 74), 2022.

Year : 2022

BERT-Based Sequence Labelling Approach for Dependency Parsing in Tamil

Cite this Research Publication : C S Ayush Kumar, Advaith Maharana, Srinath Murali, Premjith B, Soman Kp "BERT-Based Sequence Labelling Approach for Dependency Parsing in Tamil", Proceedings of the Second Workshop on Speech and Language Technologies for Dravidian Languages, (Dublin, Ireland, 1-8), 2022

Year : 2022

MARS: A Hybrid Deep CNN-based Multi-Accent Recognition System for English Language

Cite this Research Publication : Darshana, S., Theivaprakasham, H., Jyothish Lal, G., Premjith, B., Sowmya, V., Soman, K. P., "MARS: A Hybrid Deep CNN-based Multi-Accent Recognition System for English Language" (2022) 2022 1st International Conference on Artificial Intelligence Trends and Pattern Recognition, ICAITPR 2022, DOI: 10.1109/ICAITPR51569.2022.9844177

Publisher : ICAITPR

Year : 2021

Aspect-Based Sentiment Analysis in Hindi: Comparison of Machine/ Deep Learning Algorithms

Cite this Research Publication : Sai Aparna, T., Simran, K., Premjith, B., Soman, K. P., "Aspect-Based Sentiment Analysis in Hindi: Comparison of Machine/ Deep Learning Algorithms," (2021) Lecture Notes in Networks and Systems, 173 LNNS, pp. 81-91., DOI: 10.1007/978-981-33-4305-4_7

Year : 2021

Transformer based offensive language identification in spanish?

Cite this Research Publication : Sreelakshmi, K., Premjith, B., Soman, K. P., "Transformer based offensive language identification in spanish?", (2021) CEUR Workshop Proceedings, 2943, pp. 233-239.

Year : 2021

Dependency Parser for Hindi Using Integer Linear Programming

Cite this Research Publication : Kesav, R.S., Premjith, B., Soman, K.P., "Dependency Parser for Hindi Using Integer Linear Programming," International Conference on Advances in Computing and Data Sciences, (2021) Communications in Computer and Information Science, 1441, pp. 42-51., DOI: 10.1007/978-3-030-88244-0_5

Publisher : International Conference on Advances in Computing and Data Sciences

Year : 2021

Deep Learning Based Sentiment Analysis for Malayalam, Tamil and Kannada Languages

Cite this Research Publication : Kumar, P.P.H.V., Premjith, B., Sanjanasri, J.P., Soman, K.P., Deep Learning Based Sentiment Analysis for Malayalam,Tamil and Kannada Languages, (2021) CEUR Workshop Proceedings, 3159, pp. 1029-1037.

Year : 2021

Analysis of Text-Semantics via Efficient Word Embedding using Variational Mode Decomposition

Cite this Research Publication : Ramakrishnan, R., Vadakedath, A., Krishna, U.V., Premjith, B., Soman, K.P., "Analysis of Text-Semantics via Efficient Word Embedding using Variational Mode Decomposition," (2021) Proceedings of the 35th Pacific Asia Conference on Language, Information and Computation, PACLIC 2021, pp. 469-478.

Year : 2021

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

Cite this Research Publication : Chakravarthi, B.R., Kumaresan, P.K., Sakuntharaj, R., Madasamy, A.K., Thavareesan, S., Premjith, B., Sreelakshmi, K., Navaneethakrishnan, S.C., McCrae, J.P., Mandl, T., "Overview of the HASOC-DravidianCodeMix Shared Task on Offensive Language Detection in Tamil and Malayalam," (2021) CEUR Workshop Proceedings, 3159, pp. 589-602.

Year : 2021

DistilRoBERTa Based Sentence Embedding for Rhetorical Role Labelling of Legal Case Documents

Cite this Research Publication : Sudharsan, D., Asmitha, U., Premjith, B., Soman, K.P., "DistilRoBERTa Based Sentence Embedding for Rhetorical Role Labelling of Legal Case Documents," (2021) CEUR Workshop Proceedings, 3159, pp. 534-540.

Year : 2021

Hate Speech Detection from Code-mixed Indian Language Using Markov Chains.

Cite this Research Publication : Sreelakshmi K, Premjith B, Gopalakrishnan E A, Soman K P. Hate Speech Detection from Code-mixed Indian Language Using Markov Chains. In Proceedings of the 5th
International Conference on Intelligent Computing and Communication (ICICC-2021).

Publisher : ICICC-2021

Year : 2021

Amrita_CEN_NLP@DravidianLangTech-EACL2021: Deep Learning-based Offensive Language Identification in Malayalam, Tamil and Kannada

Cite this Research Publication : Sreelakshmi, K., Premjith, B., Soman, K.P., Amrita CEN NLP@DravidianLangTech-EACL2021: "Deep Learning-based Offensive Language Identification in Malayalam, Tamil and Kannada", (2021) Proceedings of the 1st Workshop on Speech and Language Technologies for Dravidian Languages, DravidianLangTech 2021 at 16th Conference of the European Chapter of the Association for Computational Linguistics, EACL 2021, pp. 249-254.

Publisher : Proceedings of the First Workshop on Speech and Language Technologies for Dravidian Languages

Year : 2021

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

Cite this Research Publication : Barua, A., Thara, S., Premjith, B., Soman, K. P., "Analysis of Contextual and Non-contextual Word Embedding Models for Hindi NER with Web Application for Data Collection," (2021) Communications in Computer and Information Science, 1367, pp. 183-202. DOI: 10.1007/978-981-16-0401-0_14

Year : 2021

Aspect-Based Sentiment Analysis in Hindi: Comparison of Machine/Deep Learning Algorithms

Cite this Research Publication : Sai Aparna, T., Simran, K., Premjith, B., Soman, K. P., "Aspect-Based Sentiment Analysis in Hindi: Comparison of Machine/ Deep Learning Algorithms," (2021) Lecture Notes in Networks and Systems, 173 LNNS, pp. 81-91., DOI: 10.1007/978-981-33-4305-4_7

Year : 2020

Emotion Detection in Hinglish (Hindi+English) Code-Mixed Social Media Text

Cite this Research Publication : Sasidhar, T.T., Premjith, B., Soman, K.P., "Emotion Detection in Hinglish(Hindi+English) Code-Mixed Social Media Text," (2020) Procedia Computer Science, 171, pp. 1346-1352. DOI: 10.1016/j.procs.2020.04.144

Year : 2020

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

Cite this Research Publication : Chakravarthi, B.R., Anand Kumar, M., McCrae, J.P., Premjith, B., Soman, K.P., Mandl, T. Overview of the track on HASOC-offensive Language Identification-DravidianCodeMix (2020) CEUR Workshop Proceedings, 2826, pp. 112-120.

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 : 2020

Sentiment Analysis on Hindi-English Code-Mixed Social MediaText

Cite this Research Publication : Sreelakshmi K, T Sasidhar, Premjith B, Soman K P, “Sentiment Analysis on Hindi-English Code-Mixed Social MediaText”, in The Eight International Conference on Innovations in Computer Science and Engineering (ICICSE -2020).

Publisher : ICICSE -2020

Year : 2019

Preposition sense disambiguation for tiny sense classes using over sampling techniques

Cite this Research Publication : Sreelakshmi K, T Sasidhar, Premjith B, Soman K P, "Preposition sense disambiguation for tiny sense classes using over sampling techniques" in International Conference on Cognitive Informatics & Soft Computing (CISC) 2019.

Publisher : CISC

Year : 2019

Amrita CEN CIQ: Classification of Insincere Questions

Cite this Research Publication : Chandni, M., Priyanga, V.T., Premjith, B., Soman, K.P., Amrita CEN CIQ: Classification of insincere questions, (2019) CEUR Workshop Proceedings, 2517, pp. 456-462.

Publisher : FIRE 2019 - Forum for Information Retrieval Evaluation

Year : 2019

Amrita_CEN@FACT: Factuality Identification in Spanish Text

Cite this Research Publication : Premjith, B., Soman, K.P., Poornachandran, P., "Amrita Cen@fact: Factuality identification in Spanish text," (2019) CEUR Workshop Proceedings, 2421, pp. 111-118.

Publisher : IberLEF@ SEPLN

Year : 2019

A Sequential Labelling Approach for the Named Entity Recognition in Arabic Language Using Deep Learning Algorithms

Cite this Research Publication : Shahina, K.K., Jyothsna, P.V., Prabha, G., Premjith, B., Soman, K.P., A Sequential Labelling Approach for the Named Entity Recognition in Arabic Language Using Deep Learning Algorithms, (2019) 2019 International Conference on Data Science and Communication, IconDSC 2019, art. no. 8817039, DOI: 10.1109/IconDSC.2019.8817039

Publisher : IEEE

Year : 2019

Amrita CEN at HASOC 2019: Hate Speech Detection in Roman and Devanagiri Scripted Text

Cite this Research Publication : Sreelakshmi, K., Premjith, B., Soman, K.P., "Amrita CEN at HASOC 2019: Hate speech detection in roman and devanagiri scripted text," (2019) CEUR Workshop Proceedings, 2517, pp. 366-369.

Publisher : FIRE 2019 - Forum for Information Retrieval Evaluation

Year : 2019

Deep learning based Character-level approach for Morphological Inflection Generation

Cite this Research Publication : Vidya Prasad, K., Premjith, B., Chandni Chandran, V., Soman, K.P., Poornachandran, P., Deep learning based character-level approach for morphological inflection generation, (2019) 2019 International Conference on Intelligent Computing and Control Systems, ICCS 2019, art. no. 9065571, pp. 1423-1427., DOI: 10.1109/ICCS45141.2019.9065571

Publisher : 2019 International Conference on Intelligent Computing and Control Systems (ICCS)

Year : 2019

A Machine Learning Approach for Identifying Compound Words from a Sanskrit Text

Cite this Research Publication : B. Premjith, Chandni Chandran V., Shriganesh Bhat, Dr. Soman K. P., and Prabaharan P., “A Machine Learning Approach for Identifying Compound Words from a Sanskrit Text”, in Proceedings of the 6th International Sanskrit Computational Linguistics Symposium, IIT Kharagpur, India, 2019.

Publisher : Association for Computational Linguistics, IIT Kharagpur,

Year : 2019

A Deep Learning-Based Named Entity Recognition in Biomedical Domain

Cite this Research Publication : Gopalakrishnan, A., Soman, K.P., Premjith, B., "A Deep Learning-Based Named Entity Recognition in Biomedical Domain," (2019) Lecture Notes in Electrical Engineering, 545, pp. 517-526., DOI: 10.1007/978-981-13-5802-9_47

Publisher : Springer Verlag

Year : 2018

A Deep Learning Approach for Part-of-Speech Tagging in Nepali Language

Cite this Research Publication : Prabha, G., Jyothsna, P.V., Shahina, K.K., Premjith, B., Soman, K.P., "A Deep Learning Approach for Part-of-Speech Tagging in Nepali Language," (2018) 2018 International Conference on Advances in Computing, Communications and Informatics, ICACCI 2018, art. no. 8554812, pp. 1132-1136., DOI: 10.1109/ICACCI.2018.8554812

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

Year : 2018

A deep learning based Part-of-Speech (POS) tagger for Sanskrit language by embedding character level features

Cite this Research Publication : Premjith, B., Soman, K.P., Poornachandran, P., A deep learning based Part-of-Speech (POS) tagger for Sanskrit language by embedding character level features, (2018) ACM International Conference Proceeding Series, pp. 56-60., DOI: 10.1145/3293339.3293352

Publisher : FIRE'18 .

Year : 2018

A deep learning approach for Malayalam morphological analysis at character level

Cite this Research Publication : Premjith, B., Soman, K.P., Kumar, M.A., "A deep learning approach for Malayalam morphological analysis at character level," (2018) Procedia Computer Science, 132, pp. 47-54., DOI: 10.1016/j.procs.2018.05.058

Publisher : Procedia Computer Science

Year : 2017

Deep Stance and Gender Detection in Tweets on Catalan Independence@IBEREVAL

Cite this Research Publication : Vinayakumar R, Sachin Kumar S, Premjith B, KP Soman, Deep Stance and Gender Detection in Tweets on Catalan Independence@IBEREVAL, IBEREVAL, pp 222-229, 2017, (Scopus)

Publisher : IBEREVAL

Year : 2017

deepCybErNet at EmoInt-2017: Deep Emotion Intensities in Tweets

Cite this Research Publication : Vinayakumar, R., Premjith, B., Sachin Kumar, S., Soman, K.P., Poornachandran, P., deepCybErNet at EmoInt-2017: Deep emotion intensities in tweets, (2017) EMNLP 2017 - 8th Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis, WASSA 2017 - Proceedings of the Workshop, pp. 259-263.

Publisher : EMNLP-WASSA

Year : 2015

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

Cite this Research Publication : Sachin Kumar, S., Premjith, B., Anand Kumar, M., Soman, K.P., AMRITA_CEN-NLP@SAIL2015: Sentiment analysis in indian language using regularized least square approach with randomized feature learning, (2015) Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 9468, pp. 671-683., DOI: 10.1007/978-3-319-26832-3_64

Year : 2011

A Level Set Methodology for Sanskrit Document Binarization and Character Segmentation

Cite this Research Publication : B. Premjith, “A Level Set Methodology for Sanskrit Document Binarization and Character Segmentation”, in Second International Conference on Control, Communication and Computer Technology, 2011.

Publisher : Second International Conference on Control, Communication and Computer Technology

Conference Proceedings

Year : 2022

A Comparative Study of Pre-trained Gene Embeddings for COVID-19 mRNA Vaccine Degradation Prediction

Cite this Research Publication : Krishna, U. V., Premjith, B., & Soman, K. P "A Comparative Study of Pre-trained Gene Embeddings for COVID-19 mRNA Vaccine Degradation Prediction" In book: Proceedings of the Seventh International Conference on Mathematics and Computing (pp.301-308), 2022

Year : 2021

Amrita_CEN_NLP@ SDP2021 Task A and B

Cite this Research Publication : Isha Indhu S, Kavya S Kumar, Lakshaya Karthikeyan, Premjith B, Soman K.P "Amrita_CEN_NLP@ SDP2021 Task A and B", Proceedings of the Second Workshop on Scholarly Document Processing (146 - 149), 2021

Year : 2019

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

Cite this Research Publication : Premjith B., Soman Kp, M. Anand Kumar, Jyothi Ratnam "Embedding Linguistic Features in Word Embedding for Preposition Sense Disambiguation in English-Malayalam Machine Translation Context", In book: Recent Advances in Computational Intelligence (pp.341-370), 2020

Book Chapter

Year : 2024

Voice Cloning for Low-Resource Languages-Investigating the Prospects for Tamil

Cite this Research Publication : Voice Cloning for Low-Resource Languages-Investigating the Prospects for Tamil
Vishnu Radhakrishnan, A. Aadharsh Aadhithya, Jayanth Mohan, M. Visweswaran, G. Jyothish Lal, B. Premjith., Automatic Speech Recognition and Translation for Low Resource Languages, 243-257, 2024

Year : 2024

Transformer‐Based Multilingual Automatic Speech Recognition (ASR) Model for Dravidian Languages

Cite this Research Publication : Chowdary, D.E., Ganesan, R., Dabbara, H., Jyothish Lal, G., Premjith, B., Transformer-Based Multilingual Automatic Speech Recognition (ASR) Model for Dravidian Languages, (2024) Automatic Speech Recognition and Translation for Low Resource Languages, pp. 259-273., DOI: 10.1002/9781394214624.ch13

Publisher : Scrivener Publishing LLC

Year : 2021

Sentiment Analysis on Hindi–English Code-Mixed Social Media Text

Cite this Research Publication : Tulasi Sasidhar, T., Premjith, B., Sreelakshmi, K., Soman, K.P., Sentiment analysis on hindi–english code-mixed social media text, (2021) Lecture Notes in Networks and Systems, 171, pp. 615-622., DOI: 10.1007/978-981-33-4543-0_65

Publisher : Springer, Singapore

Year : 2021

Hybrid Machine Translation System for the Translation of Simple English Prepositions and Periphrastic Causative Constructions from English to Hindi

Cite this Research Publication : Jyothi Ratnam D, Soman K. P., Biji Mol T. K., Priya M. G., Premjith B. “Hybrid Machine Translation System for the Translation of Simple English Prepositions and Periphrastic Causative Constructions from English to Hindi” . EAI/Springer Innovations in Communication and Computing. 2021. Pp. 247-263.

Publisher : Springer

Year : 2019

Embedding linguistic features in word embedding for preposition sense disambiguation in english—Malayalam machine translation context

Cite this Research Publication : B. Premjith, Dr. Soman K. P., Anand Kumar M., and Jyothi Ratnam D., “Embedding linguistic features in word embedding for preposition sense disambiguation in english—Malayalam machine translation context”, Studies in Computational Intelligence, vol. 823, pp. 341-370, 2019.

Publisher : Springer Verlag

Year : 2018

Sense disambiguation of English simple prepositions in the context of English-Hindi machine translation system

Cite this Research Publication : D. Jyothi Ratnam, Dr. M. Anand Kumar, B. Premjith, Dr. Soman K. P., and S. Rajendran, Sense disambiguation of English simple prepositions in the context of English-Hindi machine translation system. Springer Singapore, 2018, pp. 245-268.

Publisher : Springer Singapore

Positions

A. Current Positions

  • Assistant Professor (Sr. Gd.), Amrita School of Artificial Intelligence, Amrita Vishwa Vidyapeetham, Coimbatore. 2023 – Present

B. Past Positions

  • Assistant Professor, Center for Computational Engineering and Networking (CEN), Amrita School of Engineering, Amrita Vishwa Vidyapeetham. (2021-2023)
  • Faculty Associate, Center for Computational Engineering and Networking (CEN), Amrita Vishwa Vidyapeetham, Coimbatore (March 2020 – July 2021)
  • Research Assistant, Center for Computational Engineering and Networking (CEN), Amrita Vishwa Vidyapeetham, Coimbatore (January 2015 to February 2020)
  • Assistant Professor, Royal College of Engineering and Technology, Kerala (August 2012 – September 2014)
  • Lecturer, Viswajyothi College of Engineering and Technology, Kerala (January 2010 – April 2010)
Teaching 

Courses taught (UG)

  • 19AIE202 Operating Systems (2020-2021 Odd)
  • 19AIE205 Python for Machine Learning (2020-2021 Odd)
  • 19AIE211 Introduction to Computer Networks (2020-2021 Even)
  • 19AIE203 Data Structures & Algorithms 2 (2021-2022 Odd)
  • 21AIE401 Deep Reinforcement Learning (2022-2023 Odd)
  • 21AIE433 Intrusion Detection and Prevention Systems (2022-2023 Odd)
  • 22AIE203 Data Structures & Algorithms 2 (2023-2024 Odd)
  • 23AID204 Advanced Data Structures & Algorithm Analysis (2024-2025 Odd)

Courses taught (PG)

  • 18CN715 Deep Learning for NLP (2020-2021 Odd)
  • 20DS601 Algorithms and Structures for Data Science (2020-2021 Odd)
  • 20DS616 Computer Networks and IOT (2020-2021 Even)
  • 20DS706 Deep Learning for NLP (2021-2022 Odd)
  • 21DS603 Data Structures and Algorithms for Data Science (2021-2022 Odd)
  • 21DS611 Deep Learning (2021-2022 Even, 2022-2023 Even, 2023-2024 Even)
  • 21DS634 Text Mining and Analytics (2021-2022 Even, 2022-2023 Even, 2023-2024 Even)

Doctoral advisor

  •  Ms Sreelakshmi K, Hate Speech Detection in CodeMixed Indian languages (2020 – present)
  • Mr Shriganesh Devaru Bhat, Compound Word analysis in Sanskrit (2020 – present)
  • Kalaiarasan G, Financial data analysis (2022 – present)
  • Sreejith C, Biomedical NLP (2021 – present)
Awards
  • Chancellor’s publication excellence award, Amrita Vishwa Vidyapeetham, 2023
  • Publication Merit Award, Amrita Vishwa Vidyapeetham, 2023
  • Winner of the international competition on Tamil abusive language identification conducted as part of the Second Workshop on Speech and Language Technologies for Dravidian Languages at the 60th Annual Meeting of the Association for Computational Linguistics at the 60th Annual Meeting of the Association for Computational Linguistics
  • Publication Merit Award, Amrita Vishwa Vidyapeetham, 2021
  • Winner of the international competition – FACT@IberLEF2019 (Factuality Analysis and Classification Task) shared task organized as a part of IberLEF 2019
  • Amrita Innovation and Research Award (AIRA) award for publication – 2021
  • Invited to the program committee for The First Workshop on Information Extraction from Scientific Publications (WIESP) 2022 organized by the Center for Astrophysics, | Harvard & Smithsonian, USA, Charles University, CZ and Oak Ridge National Laboratory, USA
  • Winner of FACT@IberLEF2019 (Factuality Analysis and Classification Task) shared task organized as a part of IberLEF 2019
  • Team mentored by Dr Premjith B won the first prize in the international competition on Tamil abusive language identification conducted as part of the Second Workshop on Speech and Language
  • Technologies for Dravidian Languages at the 60th Annual Meeting of the Association for Computational Linguistics at the 60th Annual Meeting of the Association for Computational Linguistics
  • Invited to the program committee for Program Committee member of “The Second Workshop on Scholarly Document Processing (SDP 2021)”, organized as part of North American Chapter of the Association for Computational Linguistics (NAACL) 2021
Invited Talks
  • One day workshop on Natural Language Processing organized by Dept of IT Kannur university (1st August, 2022)
  • Training programme on Machine Learning – A Practical Approach organized by the Dept. of Computer Science and Engineering, Universal Engineering College, Thrissur (6-8 May, 2022)
  • Talk on Encoder-Decoder network with Attention mechanism, Transformer networks and BERT embedding with Hands-on as part of CSI sponsored One week Online Faculty Development Programme Advances in Natural Language Processing using AI organized by Vimal Jyothi Engineering College (17-18 March, 2022)
  • Talk on Deep Learning and Natural Language Processing for Cybersecurity as part of the FDP on Cybersecurity and Artificial Intelligence with Hands-on training organized by Sharda University, Greater Noida (26 February 2022)
  • Webinar on Introduction to Deep Learning organized by Sri Ramakrishna Institute of Technology, Coimbatore (30 December 2021)
  • Talk on Machine Learning using Python organized as a part of Students training program by IEEE Madras section at Kalasalingam Academy of Research and Education (5 December 2021)
  • Talk on Recent Trends in AI: NLP organized as part of Kerala Technological University sponsored Faculty Development Program on AI and AI and Data Science: A Pedagogical Approach at St. Joseph’s College of Engineering and Technology, Palai (13 August, 2021)
  • Talk on Conditional Random Field organized as part of Faculty Development Program on Probabilistic Graphical Models by Center for Computational Engineering and Networking (CEN) (14 July 2021)
  • Talk on Introduction to Machine Learning organized as part of National Webinar on Recent Trends in Applied Mathematics by Department of Applied Sciences and Humanities, Universal Engineering College, Thrissur (5 June, 2021)
    Talk on Introduction to NLP and Its Recent Advancements organized by IEEE Computer Society and Dept. of Computer Science and Engineering, Rajagiri School of Engineering and Technology, Kochi (21 April, 2021)
  • Workshop on Machine Learning – A Practical Approach organized by Universal Engineering College, Thrissur (17, 18 and 24, April, 2021)
  • Talk on Natural Language Processing and Its applications – Machine Learning/Deep Learning Perspectives as part of DTE sponsored Faculty Development Programme on Data Analytics and Biometric Systems organized by Department of Computer Science & Engineering, Rajiv Gandhi Institute of Technology, Kottayam (8-9, March 2021)
  • Talk on Machine Learning and Deep Learning applications in Natural Language Processing as part of Faculty Development Programme on Artificial Intelligence in Natural language Processing at Muthoot Institute of Technology and Science, Puthenkurish, Kochi (10-11, February 2021)
  • Session on Natural Language Processing (NLP) for Machine Learning as part of Faculty Development Programme (Online) Machine Learning and Deep Learning: A Hands -On Approach , Division of Electronics, School of Engineering, Cochin University of Science and Technology (12, December, 2020)
  • Talk on Natural Language Processing as part of AICTE Sponsored Six days online STTP on “Supervised and Unsupervised Machine Learning using Google Cloud organized by Department of Electronics and Communications Engineering, RMK College of Engineering and Technology, Chennai (21 November, 2020)
  • Talk on Natural Language Processing (with Hands-on) as part of AICTE Sponsored 6 days Short Term Training Program on Natural Language Processing organized by Dept. Information and Communication Technology, Manipal Institute of Technology, Manipal (16 November, 2020)
  • Talk on Python for Data Sciences as part of AICTE-ATAL Sponsored FDP on Data Sciences organized by Dept. of Information Technology, National Institute of Technology-Karnataka, Surathkal (21 September, 2020)
  • Faculty Development Program on Natural Language Processing organized by Dept. of Computer Science and Engineering, School of Engineering, Cochin University of Science and Technology (17-19, August, 2020)
  • Introduction to NLP and Applications of NLP using Machine Learning as part of FDP on Deep Learning and Natural Language Processing organized by Dept. of CSE, Rajagiri School of Engineering and Technology (10 -11, August, 2020)
  • Introduction to CNN and RNN and hands-on session organized by DSFA workshop at NIT Warangal (6th August, 2020)
  • Webinar on Algorithms – Laws and Principles organized by World Malayalam Internet Association, (2nd and 5th July, 2020)
    Webinar on Natural Language Processing and It’s Applications organized by LBS College of Engineering, Kasargod (22 June, 2020)
  • Talk on Artificial Intelligence in Language Technology organized by Government Engineering College, Thrissur (11 January, 2020)
  • One day workshop on Deep Learning organized by KMCT College of Engineering co-organised by IEEE Malabar Subsection (18 December 2019)
  • Talk on Long Short-Term Memory Networks as part of FDP on Deep Learning and Machine Learning Approaches and It’s Applications at National Institute of Technology, Calicut (12 December, 2019)
  • Two day session on Natural Language Processing using Deep Learning and Machine Learning as part of FDP on “Natural Language Processing using Python” at Govt. Engineering College, Kannur (18-19 October, 2019)
  • Talk on Deep Learning in Natural Language Processing at LBS College of Engineering, Kasaragod (10, July 2019)
  • A Session on Natural Language Processing as part of Research Trends in Computer Science at Muthoot Institute of Technology and Science, Puthenkurish, Kochi (5 July 2019).
  • Talk and hands-on session on Recurrent Neural Network and Long Short-Term Memory networks as part of National Level Faculty Development Program on Deep Learning Unfolded, Amrita School of Engineering, Amritapuri, Kollam (31 May, 2019).
  • Talk and hands-on session on Natural Language Processing as part of Technical training on Machine Learning in Healthcare at Amrita Technologies, Amrita School of Engineering, Amritapuri, Kollam (1 June, 2019).
  • Talk on Reinforcement Learning – assisted Dr. Soman K.P at Summer School on Deep Learning, National Institute of Technology-K Surathkal (20 May, 2019).
  • Speaker session at Basecamp – Machine Learning and AI at upGrad, International Institute of Information Technology-Bangalore (11 May, 2019).
  • Talk on Natural Language Processing and hands-on using Python as part of Two-day Workshop on Computational Linguistics at Amrita Vishwa Vidyapeetham, Bangalore Campus (30 March, 2019).
  • Talk on Natural Language Processing at Muthoot Institute of Technology and Science, Puthenkurish, Kochi (22 February 2019).
  • Hands-on session on Natural Language Processing as part of 3 Day FDP on Artificial Intelligence at MEA Engineering College, Perinthalmanna (17 Decemeber, 2018).
  • Machine Learning, Deep Learning and Natural Language Processing from theory to practice using Python at Royal College of Engineering and Technology, Thrissur (11 – 12, October 2018).
  • Faculty Development Program in Machine Learning at Ernad Knowledge City – Technical campus, Manjeri, Malappuram (18 July, 2018).
  • Support Vector Machine (SVM) and Deep Learning (Theory and hand-on) as part of Faculty Development Program in Machine Learning at College of Engineering Thalassery (26 April 2018).
Projects

Sponsored Projects

  • Co-PI for the DRDO-funded project “Neural Machine Translation for zero-resource Indic languages using semi-supervised and unsupervised learning-based approaches” (Duration: 2023-25)
  • PI for the Amrita seed grant project “A Multimodal Approach for Detecting the Technology-Facilitated Violence from Social Media Data in Dravidian Languages” (Duration: 2023 – 2025)
Miscellaneous

Membership/Associations

  • IEEE

Conferences/Workshops/Webinars organized

  • Shared task on Hate and Offensive Language Detection in Telugu Codemixed Text (HOLD-Telugu): DravidianLangTech at 18th Conference of the European Chapter of the Association for Computational Linguistics, 2024
  • Shared task on Multimodal Social Media Data Analysis in Dravidian Languages (MSMDA-DL):-DravidianLangTech at 18th Conference of the European Chapter of the Association for Computational Linguistics, 2024
  • Shared task on Fake News Detection in Dravidian Languages-DravidianLangTech at 18th Conference of the European Chapter of the Association for Computational Linguistics, 2024
    Winter school on Applications of Large Language Models at Amrita School of Artificial Intelligence, Amrita Vishwa Vidyapeetham, India, 2024
  • Shared Task on Abusive Comment Detection in Tamil and Telugu at DravidianLangTech at 14th Recent Advances in Natural Language Processing, 2023
  • Shared task on Multimodal Abusive Language Detection and Sentiment Analysis: DravidianLangTech at 14th Recent Advances in Natural Language Processing, 2023
  • Shared Task on Multimodal Sentiment Analysis in Dravidian Languages DravidianLangTech@ACL 2022 as part of the Second Workshop on Speech and Language Technologies for Dravidian Languages at the 60th Annual Meeting of the Association for Computational Linguistics
  • Shared task on Hate Speech and Offensive Content Identification (HASOC) in Dravidian languages at Forum for Information Retrieval Evaluation 2021
  • Shared task on Hate Speech and Offensive Content Identification (HASOC) in Dravidian languages at Forum for Information Retrieval Evaluation 2020

Reviewers (National/International Journals; Conferences)

ACM Transactions on Asian and Low-Resource Language Information Processing (TALLIP), Journal of Intelligent and Fuzzy systems, PeerJ, Personal and Ubiquitous Computing, Springer, IETE Journal of Research, Journal of Intelligent Systems, Electronic Letters, Connection Science, Indonesian Journal of Electrical Engineering and Computer Science, Journal of Computational Social Science, Forum for Linguistic Studies, BMC Medical Informatics and Decision Making, ACL, EACL, Interspeech, COLLING, RANLP, FIRE.

Admissions Apply Now