Insight into Primal Augmented Lagrangian Multilplier Method. - B. Premjith; S. Sachin Kumar; Akhil Manikkoth; T. V. Bijeesh; K. P. Soman (CoRR, 2013)

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 (MIKE, 2015)

Deep Stance and Gender Detection in Tweets on Catalan Independence@Ibereval 2017. - R. Vinayakumar; S. Sachin Kumar; B. Premjith; Prabaharan Poornachandran; Soman Kotti Padannayil (IberEval@SEPLN, 2017)

deepCybErNet at EmoInt-2017: Deep Emotion Intensities in Tweets. - R. Vinayakumar; B. Premjith; S. Sachin Kumar; K. P. Soman; Prabaharan Poornachandran (WASSA@EMNLP, 2017)

A deep learning based Part-of-Speech (POS) tagger for Sanskrit language by embedding character level features. - B. Premjith; Soman K. P; Prabaharan Poornachandran (FIRE, 2018)

A Deep Learning Approach for Part-of-Speech Tagging in Nepali Language. - Greeshma Prabha; P. V. Jyothsna; K. K. Shahina; B. Premjith; K. P. Soman (ICACCI, 2018)

Amrita CEN at HASOC 2019: Hate Speech Detection in Roman and Devanagiri Scripted Text. - Sreelakshmi K; Premjith B; Soman K. P (FIRE (Working Notes), 2019)

Amrita CEN CIQ: Classification of Insincere Questions. - Chandni M; Priyanga V. T; Premjith B; Soman K. P (FIRE (Working Notes), 2019)

Part-of-Speech Tagger for Biomedical Domain Using Deep Neural Network Architecture. - Athira Gopalakrishnan; K. P. Soman; B. Premjith (ICCCNT, 2019)

Amrita_CEN@FACT: Factuality Identification in Spanish Text. - Bhavukam Premjith; Kutti Padanayl Soman; Prabaharan Poornachandran (IberLEF@SEPLN, 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)

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)

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 (Recent Advances in Computational Intelligence, 2019)

cEnTam: Creation and Validation of a New English-Tamil Bilingual Corpus. - Sanjanasri J. P.; B. Premjith; Vijay Krishna Menon; K. P. Soman (BUCC@LREC, 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 001 (FIRE (Working Notes), 2020)

Grapheme to Phoneme Conversion for Malayalam Speech Using Encoder-Decoder Architecture. - R. Priyamvada; D. Govind 001; Vijay Krishna Menon; B. Premjith; K. P. Soman (FICTA (1), 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 001 (FIRE (Working Notes), 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 (FIRE, 2021)

DistilRoBERTa Based Sentence Embedding for Rhetorical Role Labelling of Legal Case Documents. - Deepthi Sudharsan; Asmitha U; Premjith B; Soman K. P (FIRE (Working Notes), 2021)

Deep Learning Based Sentiment analysis for MalayalamTamil and Kannada languages. - Pavan Kumar P. H. V; Premjith B; Sanjanasri J. P.; Soman K. P (FIRE (Working Notes), 2021)

Dependency Parser for Hindi Using Integer Linear Programming. - R. Sai Kesav; B. Premjith; K. P. Soman (ICACDS (2), 2021)

A Comparative Study of Pre-trained Gene Embeddings for COVID-19 mRNA Vaccine Degradation Prediction. - U. Vamsi Krishna; B. Premjith; K. P. Soman (ICMC, 2021)

Analysis of Text-Semantics via Efficient Word Embedding using Variational Mode Decomposition. - Rohith Ramakrishnan; Anirudh Vadakedath; U. Vamsi Krishna; B. Premjith; K. P. Soman (PACLIC, 2021)

Transformer based Offensive Language Identification in Spanish. - Sreelakshmi K; Premjith B; K. P. Soman (IberLEF@SEPLN, 2021)

DravidianMultiModality: A Dataset for Multi-modal Sentiment Analysis in Tamil and Malayalam. - Bharathi Raja Chakravarthi; Jishnu Parameswaran P. K; Premjith B; K. P. Soman; Rahul Ponnusamy; Prasanna Kumar Kumaresan; Kingston Pal Thamburaj; John P. McCrae (CoRR, 2021)

Deep Learning Approach for the Morphological Synthesis in Malayalam and Tamil at the Character Level. - B. Premjith; K. P. Soman (ACM Trans. Asian Low Resour. Lang. Inf. Process., 2021)

Amrita_CEN at SemEval-2022 Task 6: A Machine Learning Approach for Detecting Intended Sarcasm using Oversampling. - Aparna K. Ajayan; Krishna Mohanan; Anugraha S; Premjith B; Soman Kp (SemEval@NAACL, 2022)

Amrita_CEN at SemEval-2022 Task 4: Oversampling-based Machine Learning Approach for Detecting Patronizing and Condescending Language. - Bichu George; S. Adarsh 002; Nishitkumar Prajapati; Premjith B; Soman Kp (SemEval@NAACL, 2022)

EMG Physical Action Detection using Recurrence Plot Approach. - Aparna K. Ajayan; Premjith B (ICMLDE, 2023)

Multimodal Fusion for Abusive Speech Detection Using Liquid Neural Networks and Convolution Neural Network. - Ks Paval; Vishnu Radhakrishnan; Km Krishnan; G. Jyothish Lal; B. Premjith (ICCCNT, 2024)

Appearance-Trajectory Network for Video Anomaly Detection System. - K. Ram Prasath; V. Sowmya 001; K. Deepak; B. Premjith; G. Jyothish Lal (ICCCNT, 2024)

Detection of Hate Speech and Offensive Language CodeMix Text in Dravidian Languages Using Cost-Sensitive Learning Approach. - Sreelakshmi K; B. Premjith; Bharathi Raja Chakravarthi; K. P. Soman (IEEE Access, 2024)

A robust accent classification system based on variational mode decomposition. - Darshana Subhash; Jyothish Lal G.; B. Premjith; Vinayakumar Ravi (Eng. Appl. Artif. Intell., 2025)

Parallel convolutional neural network and hybrid architectures for accented speech recognition in Malayalam. - Rizwana Kallooravi Thandil; V. K. Muneer; B. Premjith (Iran J. Comput. Sci., 2025)

A Multimodal Approach for Hate and Offensive Content Detection in Tamil: From Corpus Creation to Model Development. - Jayanth Mohan; Spandana Reddy Mekapati; Premjith B; G. Jyothish Lal; Bharathi Raja Chakravarthi (ACM Trans. Asian Low Resour. Lang. Inf. Process., 2025)