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

Author: Kumar M. Anand, Premjith B., Singh Shivkaran, Rajendran S., and Soman K. P.
Subjects: machine translation, indian languages, human evaluation, mtil, Science, Electronic computers. Computer science, QA75.5-76.95
Abstract: In recent years, the multilingual content over the internet has grown exponentially together with the evolution of the internet. The usage of multilingual content is excluded from the regional language users because of the language barrier. So, machine translation between languages is the only possible solution to make these contents available for regional language users. Machine translation is the process of translating a text from one language to another. The machine translation system has been investigated well already in English and other European languages. However, it is still a nascent stage for Indian languages. This paper presents an overview of the Machine Translation in Indian Languages shared task conducted on September 7–8, 2017, at Amrita Vishwa Vidyapeetham, Coimbatore, India. This machine translation shared task in Indian languages is mainly focused on the development of English-Tamil, English-Hindi, English-Malayalam and English-Punjabi language pairs. This shared task aims at the following objectives: (a) to examine the state-of-the-art machine translation systems when translating from English to Indian languages; (b) to investigate the challenges faced in translating between English to Indian languages; (c) to create an open-source parallel corpus for Indian languages, which is lacking. Evaluating machine translation output is another challenging task especially for Indian languages. In this shared task, we have evaluated the participant’s outputs with the help of human annotators. As far as we know, this is the first shared task which depends completely on the human evaluation.
Published: 2019
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2. Neural Machine Translation System for English to Indian Language Translation Using MTIL Parallel Corpus

Author: Premjith B., Kumar M. Anand, and Soman K.P.
Subjects: neural machine translation, bidirectional rnn, lstm, english–indian languages parallel corpus, human evaluation, Science, Electronic computers. Computer science, QA75.5-76.95
Abstract: Introduction of deep neural networks to the machine translation research ameliorated conventional machine translation systems in multiple ways, specifically in terms of translation quality. The ability of deep neural networks to learn a sensible representation of words is one of the major reasons for this improvement. Despite machine translation using deep neural architecture is showing state-of-the-art results in translating European languages, we cannot directly apply these algorithms in Indian languages mainly because of two reasons: unavailability of the good corpus and Indian languages are morphologically rich. In this paper, we propose a neural machine translation (NMT) system for four language pairs: English–Malayalam, English–Hindi, English–Tamil, and English–Punjabi. We also collected sentences from different sources and cleaned them to make four parallel corpora for each of the language pairs, and then used them to model the translation system. The encoder network in the NMT architecture was designed with long short-term memory (LSTM) networks and bi-directional recurrent neural networks (Bi-RNN). Evaluation of the obtained models was performed both automatically and manually. For automatic evaluation, the bilingual evaluation understudy (BLEU) score was used, and for manual evaluation, three metrics such as adequacy, fluency, and overall ranking were used. Analysis of the results showed the presence of lengthy sentences in English–Malayalam, and the English–Hindi corpus affected the translation. Attention mechanism was employed with a view to addressing the problem of translating lengthy sentences (sentences contain more than 50 words), and the system was able to perceive long-term contexts in the sentences.
Published: 2019
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3. Investigating translation for Indic languages with BLOOMZ-3b through prompting and LoRA fine-tuning

Author: Nair, Aarathi Rajagopalan, Gupta, Deepa, and Premjith, B.
Published: 2024
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4. A Transformer-Based Stock Market Price Prediction by Incorporating BERT Embedding

Author: Pradeep, Parvathi, Premjith, B., Nimal Madhu, M., Gopalakrishnan, E. A., Kacprzyk, Janusz, Series Editor, Gomide, Fernando, Advisory Editor, Kaynak, Okyay, Advisory Editor, Liu, Derong, Advisory Editor, Pedrycz, Witold, Advisory Editor, Polycarpou, Marios M., Advisory Editor, Rudas, Imre J., Advisory Editor, Wang, Jun, Advisory Editor, Giri, Debasis, editor, Vaidya, Jaideep, editor, Ponnusamy, S., editor, Lin, Zhiqiang, editor, Joshi, Karuna Pande, editor, and Yegnanarayanan, V., editor
Published: 2024
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5. Bridging Language Barriers: Exploring Hindi-to-English Speech-to-Speech Translation for Multilingual Communication

Author: Phogat, Divith, Prashanth, Karnati Sai, Rishith, Mangamuru Sai, Sai, Rachure Charith, Karthikeya, Sajja Bala, Jyothish Lal, G., Premjith, B., Kacprzyk, Janusz, Series Editor, Gomide, Fernando, Advisory Editor, Kaynak, Okyay, Advisory Editor, Liu, Derong, Advisory Editor, Pedrycz, Witold, Advisory Editor, Polycarpou, Marios M., Advisory Editor, Rudas, Imre J., Advisory Editor, Wang, Jun, Advisory Editor, Kumar, Sandeep, editor, K., Balachandran, editor, Kim, Joong Hoon, editor, and Bansal, Jagdish Chand, editor
Published: 2024
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6. Deep Learning-Based Time Series Forecasting for CO2 Emission

Author: Anilkumar, Abhishek, Yadukrishnan, V., Nimal Madhu, M., Hareesh, V., Premjith, B., Kacprzyk, Janusz, Series Editor, Gomide, Fernando, Advisory Editor, Kaynak, Okyay, Advisory Editor, Liu, Derong, Advisory Editor, Pedrycz, Witold, Advisory Editor, Polycarpou, Marios M., Advisory Editor, Rudas, Imre J., Advisory Editor, Wang, Jun, Advisory Editor, Vasant, Pandian, editor, Shamsul Arefin, Mohammad, editor, Panchenko, Vladimir, editor, Thomas, J. Joshua, editor, Munapo, Elias, editor, Weber, Gerhard-Wilhelm, editor, and Rodriguez-Aguilar, Roman, editor
Published: 2023
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7. Forecasting Intraday Stock Price Using Attention Mechanism and Variational Mode Decomposition

Author: Arul Goutham, R., Premjith, B., Nimal Madhu, M., Gopalakrishnan, E. A., Kacprzyk, Janusz, Series Editor, Gomide, Fernando, Advisory Editor, Kaynak, Okyay, Advisory Editor, Liu, Derong, Advisory Editor, Pedrycz, Witold, Advisory Editor, Polycarpou, Marios M., Advisory Editor, Rudas, Imre J., Advisory Editor, Wang, Jun, Advisory Editor, Ranganathan, G., editor, Papakostas, George A., editor, and Rocha, Álvaro, editor
Published: 2023
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8. Deep Learning with Attention Mechanism for Cryptocurrency Price Forecasting

Author: Yazhini, V., Nimal Madhu, M., Premjith, B., Gopalakrishnan, E. A., Kacprzyk, Janusz, Series Editor, Gomide, Fernando, Advisory Editor, Kaynak, Okyay, Advisory Editor, Liu, Derong, Advisory Editor, Pedrycz, Witold, Advisory Editor, Polycarpou, Marios M., Advisory Editor, Rudas, Imre J., Advisory Editor, Wang, Jun, Advisory Editor, Ranganathan, G., editor, Papakostas, George A., editor, and Rocha, Álvaro, editor
Published: 2023
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9. BERT-Based Dependency Parser for Hindi

Author: Nambiar, Aparna, Premjith, B., Sanjanasri, J. P., Soman, K. P., Angrisani, Leopoldo, Series Editor, Arteaga, Marco, Series Editor, Chakraborty, Samarjit, Series Editor, Chen, Jiming, Series Editor, Chen, Shanben, Series Editor, Chen, Tan Kay, Series Editor, Dillmann, Rüdiger, Series Editor, Duan, Haibin, Series Editor, Ferrari, Gianluigi, Series Editor, Ferre, Manuel, Series Editor, Jabbari, Faryar, Series Editor, Jia, Limin, Series Editor, Kacprzyk, Janusz, Series Editor, Khamis, Alaa, Series Editor, Kroeger, Torsten, Series Editor, Li, Yong, Series Editor, Liang, Qilian, Series Editor, Martín, Ferran, Series Editor, Ming, Tan Cher, Series Editor, Minker, Wolfgang, Series Editor, Misra, Pradeep, Series Editor, Mukhopadhyay, Subhas, Series Editor, Ning, Cun-Zheng, Series Editor, Nishida, Toyoaki, Series Editor, Oneto, Luca, Series Editor, Panigrahi, Bijaya Ketan, Series Editor, Pascucci, Federica, Series Editor, Qin, Yong, Series Editor, Seng, Gan Woon, Series Editor, Speidel, Joachim, Series Editor, Veiga, Germano, Series Editor, Wu, Haitao, Series Editor, Zamboni, Walter, Series Editor, Zhang, Junjie James, Series Editor, Tan, Kay Chen, Series Editor, Chakraborty, Basabi, editor, Biswas, Arindam, editor, and Chakrabarti, Amlan, editor
Published: 2023
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10. Named Entity Recognition Using Deep Learning and BERT for Tamil and Hindi Languages

Author: Menon, Sreelekshmi, Sanjanasri, J. P., Premjith, B., Soman, K. P., Angrisani, Leopoldo, Series Editor, Arteaga, Marco, Series Editor, Chakraborty, Samarjit, Series Editor, Chen, Jiming, Series Editor, Chen, Shanben, Series Editor, Chen, Tan Kay, Series Editor, Dillmann, Rüdiger, Series Editor, Duan, Haibin, Series Editor, Ferrari, Gianluigi, Series Editor, Ferre, Manuel, Series Editor, Jabbari, Faryar, Series Editor, Jia, Limin, Series Editor, Kacprzyk, Janusz, Series Editor, Khamis, Alaa, Series Editor, Kroeger, Torsten, Series Editor, Li, Yong, Series Editor, Liang, Qilian, Series Editor, Martín, Ferran, Series Editor, Ming, Tan Cher, Series Editor, Minker, Wolfgang, Series Editor, Misra, Pradeep, Series Editor, Mukhopadhyay, Subhas, Series Editor, Ning, Cun-Zheng, Series Editor, Nishida, Toyoaki, Series Editor, Oneto, Luca, Series Editor, Panigrahi, Bijaya Ketan, Series Editor, Pascucci, Federica, Series Editor, Qin, Yong, Series Editor, Seng, Gan Woon, Series Editor, Speidel, Joachim, Series Editor, Veiga, Germano, Series Editor, Wu, Haitao, Series Editor, Zamboni, Walter, Series Editor, Zhang, Junjie James, Series Editor, Tan, Kay Chen, Series Editor, Chakraborty, Basabi, editor, Biswas, Arindam, editor, and Chakrabarti, Amlan, editor
Published: 2023
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11. Continuous Authentication Using Gait Patterns

Author: Nair, Aparna J., Premjith, B., Shukla, Diksha, Soman, K. P., Angrisani, Leopoldo, Series Editor, Arteaga, Marco, Series Editor, Chakraborty, Samarjit, Series Editor, Chen, Jiming, Series Editor, Chen, Shanben, Series Editor, Chen, Tan Kay, Series Editor, Dillmann, Rüdiger, Series Editor, Duan, Haibin, Series Editor, Ferrari, Gianluigi, Series Editor, Ferre, Manuel, Series Editor, Jabbari, Faryar, Series Editor, Jia, Limin, Series Editor, Kacprzyk, Janusz, Series Editor, Khamis, Alaa, Series Editor, Kroeger, Torsten, Series Editor, Li, Yong, Series Editor, Liang, Qilian, Series Editor, Martín, Ferran, Series Editor, Ming, Tan Cher, Series Editor, Minker, Wolfgang, Series Editor, Misra, Pradeep, Series Editor, Mukhopadhyay, Subhas, Series Editor, Ning, Cun-Zheng, Series Editor, Nishida, Toyoaki, Series Editor, Oneto, Luca, Series Editor, Panigrahi, Bijaya Ketan, Series Editor, Pascucci, Federica, Series Editor, Qin, Yong, Series Editor, Seng, Gan Woon, Series Editor, Speidel, Joachim, Series Editor, Veiga, Germano, Series Editor, Wu, Haitao, Series Editor, Zamboni, Walter, Series Editor, Zhang, Junjie James, Series Editor, Ray, K. P., editor, Dixit, Arati, editor, Adhikari, Debashis, editor, and Mathew, Ribu, editor
Published: 2023
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12. Feature Engineering and Selection for the Identification of Fake News in Social Media

Author: Vinay, R., Premjith, B., Shukla, Diksha, Soman, K. P., Angrisani, Leopoldo, Series Editor, Arteaga, Marco, Series Editor, Chakraborty, Samarjit, Series Editor, Chen, Jiming, Series Editor, Chen, Shanben, Series Editor, Chen, Tan Kay, Series Editor, Dillmann, Rüdiger, Series Editor, Duan, Haibin, Series Editor, Ferrari, Gianluigi, Series Editor, Ferre, Manuel, Series Editor, Jabbari, Faryar, Series Editor, Jia, Limin, Series Editor, Kacprzyk, Janusz, Series Editor, Khamis, Alaa, Series Editor, Kroeger, Torsten, Series Editor, Li, Yong, Series Editor, Liang, Qilian, Series Editor, Martín, Ferran, Series Editor, Ming, Tan Cher, Series Editor, Minker, Wolfgang, Series Editor, Misra, Pradeep, Series Editor, Mukhopadhyay, Subhas, Series Editor, Ning, Cun-Zheng, Series Editor, Nishida, Toyoaki, Series Editor, Oneto, Luca, Series Editor, Panigrahi, Bijaya Ketan, Series Editor, Pascucci, Federica, Series Editor, Qin, Yong, Series Editor, Seng, Gan Woon, Series Editor, Speidel, Joachim, Series Editor, Veiga, Germano, Series Editor, Wu, Haitao, Series Editor, Zamboni, Walter, Series Editor, Zhang, Junjie James, Series Editor, Ray, K. P., editor, Dixit, Arati, editor, Adhikari, Debashis, editor, and Mathew, Ribu, editor
Published: 2023
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13. Multimodal Approach for Code-Mixed Speech Sentiment Classification

Author: Keshav, S., Jyothish Lal, G., Premjith, B., Angrisani, Leopoldo, Series Editor, Arteaga, Marco, Series Editor, Panigrahi, Bijaya Ketan, Series Editor, Chakraborty, Samarjit, Series Editor, Chen, Jiming, Series Editor, Chen, Shanben, Series Editor, Chen, Tan Kay, Series Editor, Dillmann, Rüdiger, Series Editor, Duan, Haibin, Series Editor, Ferrari, Gianluigi, Series Editor, Ferre, Manuel, Series Editor, Hirche, Sandra, Series Editor, Jabbari, Faryar, Series Editor, Jia, Limin, Series Editor, Kacprzyk, Janusz, Series Editor, Khamis, Alaa, Series Editor, Kroeger, Torsten, Series Editor, Li, Yong, Series Editor, Liang, Qilian, Series Editor, Martín, Ferran, Series Editor, Ming, Tan Cher, Series Editor, Minker, Wolfgang, Series Editor, Misra, Pradeep, Series Editor, Möller, Sebastian, Series Editor, Mukhopadhyay, Subhas, Series Editor, Ning, Cun-Zheng, Series Editor, Nishida, Toyoaki, Series Editor, Oneto, Luca, Series Editor, Pascucci, Federica, Series Editor, Qin, Yong, Series Editor, Seng, Gan Woon, Series Editor, Speidel, Joachim, Series Editor, Veiga, Germano, Series Editor, Wu, Haitao, Series Editor, Zamboni, Walter, Series Editor, Zhang, Junjie James, Series Editor, Chakravarthy, V.V.S.S.S., editor, Bhateja, Vikrant, editor, Flores Fuentes, Wendy, editor, Anguera, Jaume, editor, and Vasavi, K. Padma, editor
Published: 2023
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14. Deep Learning-Based Time Series Forecasting for CO2 Emission

Author: Anilkumar, Abhishek, primary, Yadukrishnan, V., additional, Nimal Madhu, M., additional, Hareesh, V., additional, and Premjith, B., additional
Published: 2023
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15. Named Entity Recognition Using Deep Learning and BERT for Tamil and Hindi Languages

Author: Menon, Sreelekshmi, primary, Sanjanasri, J. P., additional, Premjith, B., additional, and Soman, K. P., additional
Published: 2023
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16. BERT-Based Dependency Parser for Hindi

Author: Nambiar, Aparna, primary, Premjith, B., additional, Sanjanasri, J. P., additional, and Soman, K. P., additional
Published: 2023
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17. Amrita_CEN at SemEval-2022 Task 6: A Machine Learning Approach for Detecting Intended Sarcasm using Oversampling.

Author: Aparna K. Ajayan, Krishna Mohanan, Anugraha S, Premjith B, and Soman Kp
Published: 2022
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18. Amrita_CEN at SemEval-2022 Task 4: Oversampling-based Machine Learning Approach for Detecting Patronizing and Condescending Language.

Author: Bichu George, S. Adarsh 0002, Nishitkumar Prajapati, Premjith B, and Soman Kp
Published: 2022
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19. Study of Markov Chains for the Identification of the Hate Contents in Hinglish

Author: Sreelakshmi, K., Premjith, B., Gopalakrishnan, E. A., Soman, K. P., Kacprzyk, Janusz, Series Editor, Gomide, Fernando, Advisory Editor, Kaynak, Okyay, Advisory Editor, Liu, Derong, Advisory Editor, Pedrycz, Witold, Advisory Editor, Polycarpou, Marios M., Advisory Editor, Rudas, Imre J., Advisory Editor, Wang, Jun, Advisory Editor, Bhateja, Vikrant, editor, Khin Wee, Lai, editor, Lin, Jerry Chun-Wei, editor, Satapathy, Suresh Chandra, editor, and Rajesh, T. M., editor
Published: 2022
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20. Ink Recognition Using TDNN and Bi-LSTM

Author: Sai Kesav, R., Barathi Ganesh, H. B., Premjith, B., Soman, K. P., Angrisani, Leopoldo, Series Editor, Arteaga, Marco, Series Editor, Panigrahi, Bijaya Ketan, Series Editor, Chakraborty, Samarjit, Series Editor, Chen, Jiming, Series Editor, Chen, Shanben, Series Editor, Chen, Tan Kay, Series Editor, Dillmann, Rüdiger, Series Editor, Duan, Haibin, Series Editor, Ferrari, Gianluigi, Series Editor, Ferre, Manuel, Series Editor, Hirche, Sandra, Series Editor, Jabbari, Faryar, Series Editor, Jia, Limin, Series Editor, Kacprzyk, Janusz, Series Editor, Khamis, Alaa, Series Editor, Kroeger, Torsten, Series Editor, Li, Yong, Series Editor, Liang, Qilian, Series Editor, Martín, Ferran, Series Editor, Ming, Tan Cher, Series Editor, Minker, Wolfgang, Series Editor, Misra, Pradeep, Series Editor, Möller, Sebastian, Series Editor, Mukhopadhyay, Subhas, Series Editor, Ning, Cun-Zheng, Series Editor, Nishida, Toyoaki, Series Editor, Pascucci, Federica, Series Editor, Qin, Yong, Series Editor, Seng, Gan Woon, Series Editor, Speidel, Joachim, Series Editor, Veiga, Germano, Series Editor, Wu, Haitao, Series Editor, Zamboni, Walter, Series Editor, Zhang, Junjie James, Series Editor, Satyanarayana, Ch., editor, Samanta, Debasis, editor, Gao, Xiao-Zhi, editor, and Kapoor, Rajiv Kumar, editor
Published: 2022
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21. A Comparative Study of Pre-trained Gene Embeddings for COVID-19 mRNA Vaccine Degradation Prediction

Author: Krishna, U. Vamsi, Premjith, B., Soman, K. P., Kacprzyk, Janusz, Series Editor, Pal, Nikhil R., Advisory Editor, Bello Perez, Rafael, Advisory Editor, Corchado, Emilio S., Advisory Editor, Hagras, Hani, Advisory Editor, Kóczy, László T., Advisory Editor, Kreinovich, Vladik, Advisory Editor, Lin, Chin-Teng, Advisory Editor, Lu, Jie, Advisory Editor, Melin, Patricia, Advisory Editor, Nedjah, Nadia, Advisory Editor, Nguyen, Ngoc Thanh, Advisory Editor, Wang, Jun, Advisory Editor, Giri, Debasis, editor, Raymond Choo, Kim-Kwang, editor, Ponnusamy, Saminathan, editor, Meng, Weizhi, editor, Akleylek, Sedat, editor, and Prasad Maity, Santi, editor
Published: 2022
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22. Grapheme to Phoneme Conversion for Malayalam Speech Using Encoder-Decoder Architecture

Author: Priyamvada, R., Govind, D., Menon, Vijay Krishna, Premjith, B., Soman, K. P., Howlett, Robert J., Series Editor, Jain, Lakhmi C., Series Editor, Satapathy, Suresh Chandra, editor, Peer, Peter, editor, Tang, Jinshan, editor, Bhateja, Vikrant, editor, and Ghosh, Anumoy, editor
Published: 2022
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23. DistilRoBERTa Based Sentence Embedding for Rhetorical Role Labelling of Legal Case Documents.

Author: Deepthi Sudharsan, Asmitha U, Premjith B, and Soman K. P
Published: 2021

24. Deep Learning Based Sentiment analysis for MalayalamTamil and Kannada languages.

Author: Pavan Kumar P. H. V, Premjith B, Sanjanasri J. P., and Soman K. P
Published: 2021

25. Transformer based Offensive Language Identification in Spanish.

Author: Sreelakshmi K, Premjith B, and K. P. Soman
Published: 2021

26. Dependency Parser for Hindi Using Integer Linear Programming

Author: Kesav, R. Sai, Premjith, B., Soman, K. P., Filipe, Joaquim, Editorial Board Member, Ghosh, Ashish, Editorial Board Member, Prates, Raquel Oliveira, Editorial Board Member, Zhou, Lizhu, Editorial Board Member, Singh, Mayank, editor, Tyagi, Vipin, editor, Gupta, P. K., editor, Flusser, Jan, editor, Ören, Tuncer, editor, and Sonawane, V. R., editor
Published: 2021
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27. Analysis of Contextual and Non-contextual Word Embedding Models for Hindi NER with Web Application for Data Collection

Author: Barua, Aindriya, Thara, S., Premjith, B., Soman, K. P., Filipe, Joaquim, Editorial Board Member, Ghosh, Ashish, Editorial Board Member, Prates, Raquel Oliveira, Editorial Board Member, Zhou, Lizhu, Editorial Board Member, Garg, Deepak, editor, Wong, Kit, editor, Sarangapani, Jagannathan, editor, and Gupta, Suneet Kumar, editor
Published: 2021
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28. Sentiment Analysis on Hindi–English Code-Mixed Social Media Text

Author: Tulasi Sasidhar, T., Premjith, B., Sreelakshmi, K., Soman, K. P., Kacprzyk, Janusz, Series Editor, Gomide, Fernando, Advisory Editor, Kaynak, Okyay, Advisory Editor, Liu, Derong, Advisory Editor, Pedrycz, Witold, Advisory Editor, Polycarpou, Marios M., Advisory Editor, Rudas, Imre J., Advisory Editor, Wang, Jun, Advisory Editor, Saini, H. S., editor, Sayal, Rishi, editor, Govardhan, A., editor, and Buyya, Rajkumar, editor
Published: 2021
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29. Aspect-Based Sentiment Analysis in Hindi: Comparison of Machine/Deep Learning Algorithms

Author: Sai Aparna, T., Simran, K., Premjith, B., Soman, K. P., Kacprzyk, Janusz, Series Editor, Gomide, Fernando, Advisory Editor, Kaynak, Okyay, Advisory Editor, Liu, Derong, Advisory Editor, Pedrycz, Witold, Advisory Editor, Polycarpou, Marios M., Advisory Editor, Rudas, Imre J., Advisory Editor, Wang, Jun, Advisory Editor, Smys, S., editor, Balas, Valentina Emilia, editor, Kamel, Khaled A., editor, and Lafata, Pavel, editor
Published: 2021
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30. Hybrid Machine Translation System for the Translation of Simple English Prepositions and Periphrastic Causative Constructions from English to Hindi

Author: Jyothi Ratnam, D., Soman, K. P., Bijimol, T. K., Priya, M. G., Premjith, B., Chlamtac, Imrich, Series Editor, Kumar, Raman, editor, and Paiva, Sara, editor
Published: 2021
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31. Voice Cloning for Low‐Resource Languages

Author: Radhakrishnan, Vishnu, primary, Aadharsh Aadhithya, A., additional, Mohan, Jayanth, additional, Visweswaran, M., additional, Jyothish Lal, G., additional, and Premjith, B., additional
Published: 2024
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32. Transformer‐Based Multilingual Automatic Speech Recognition (ASR) Model for Dravidian Languages

Author: Chowdary, Divi Eswar, primary, Ganesan, Rahul, additional, Dabbara, Harsha, additional, Jyothish Lal, G., additional, and Premjith, B., additional
Published: 2024
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33. Grapheme to Phoneme Conversion for Malayalam Speech Using Encoder-Decoder Architecture

Author: Priyamvada, R., primary, Govind, D., additional, Menon, Vijay Krishna, additional, Premjith, B., additional, and Soman, K. P., additional
Published: 2022
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34. A Comparative Study of Pre-trained Gene Embeddings for COVID-19 mRNA Vaccine Degradation Prediction

Author: Krishna, U. Vamsi, primary, Premjith, B., additional, and Soman, K. P., additional
Published: 2022
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35. Findings of Shared Task on Offensive Language Identification in Tamil and Malayalam.

Author: Prasanna Kumar Kumaresan, Premjith B, Ratnasingam Sakuntharaj, Sajeetha Thavareesan, Subalalitha Chinnaudayar Navaneethakrishnan, Anand Kumar Madasamy, Bharathi Raja Chakravarthi, and John P. McCrae
Published: 2021
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36. Amrita CEN CIQ: Classification of Insincere Questions.

Author: Chandni M, Priyanga V. T, Premjith B, and Soman K. P
Published: 2019

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

Author: Sreelakshmi K, Premjith B, and Soman K. P
Published: 2019

38. A Deep Learning-Based Named Entity Recognition in Biomedical Domain

Author: Gopalakrishnan, Athira, Soman, K. P., Premjith, B., Angrisani, Leopoldo, Series Editor, Arteaga, Marco, Series Editor, Panigrahi, Bijaya Ketan, Series Editor, Chakraborty, Samarjit, Series Editor, Chen, Jiming, Series Editor, Chen, Shanben, Series Editor, Chen, Tan Kay, Series Editor, Dillmann, Rüdiger, Series Editor, Duan, Haibin, Series Editor, Ferrari, Gianluigi, Series Editor, Ferre, Manuel, Series Editor, Hirche, Sandra, Series Editor, Jabbari, Faryar, Series Editor, Jia, Limin, Series Editor, Kacprzyk, Janusz, Series Editor, Khamis, Alaa, Series Editor, Kroeger, Torsten, Series Editor, Liang, Qilian, Series Editor, Martin, Ferran, Series Editor, Ming, Tan Cher, Series Editor, Minker, Wolfgang, Series Editor, Misra, Pradeep, Series Editor, Möller, Sebastian, Series Editor, Mukhopadhyay, Subhas, Series Editor, Ning, Cun-Zheng, Series Editor, Nishida, Toyoaki, Series Editor, Pascucci, Federica, Series Editor, Qin, Yong, Series Editor, Seng, Gan Woon, Series Editor, Speidel, Joachim, Series Editor, Veiga, Germano, Series Editor, Wu, Haitao, Series Editor, Zhang, Junjie James, Series Editor, Sridhar, V., editor, Padma, M.C., editor, and Rao, K.A. Radhakrishna, editor
Published: 2019
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39. Embedding Linguistic Features in Word Embedding for Preposition Sense Disambiguation in English—Malayalam Machine Translation Context

Author: Premjith, B., Soman, K. P., Anand Kumar, M., Jyothi Ratnam, D., Kacprzyk, Janusz, Series Editor, Kumar, Raman, editor, and Wiil, Uffe Kock, editor
Published: 2019
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40. Detection of Hate Speech Text in Hindi-English Code-mixed Data

Author: Sreelakshmi, K, Premjith, B, and Soman, K.P.
Published: 2020
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41. Detection of Hate Speech and Offensive Language CodeMix Text in Dravidian Languages Using Cost-Sensitive Learning Approach

Author: Sreelakshmi, K., primary, Premjith, B., additional, Chakravarthi, Bharathi Raja, additional, and Soman, K. P., additional
Published: 2024
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42. Insight into Primal Augmented Lagrangian Multilplier Method

Author: Premjith, B., Kumar, S. Sachin, Manikkoth, Akhil, Bijeesh, T V, and Soman, K P
Subjects: Computer Science - Numerical Analysis
Abstract: We provide a simplified form of Primal Augmented Lagrange Multiplier algorithm. We intend to fill the gap in the steps involved in the mathematical derivations of the algorithm so that an insight into the algorithm is made. The experiment is focused to show the reconstruction done using this algorithm.
Published: 2013

43. Sense Disambiguation of English Simple Prepositions in the Context of English–Hindi Machine Translation System

Author: Ratnam, D. Jyothi, Kumar, M. Anand, Premjith, B., Soman, K. P., Rajendran, S., Margret Anouncia, S., editor, and Wiil, Uffe Kock, editor
Published: 2018
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44. Sentiment Analysis on Hindi–English Code-Mixed Social Media Text

Author: Tulasi Sasidhar, T., primary, Premjith, B., additional, Sreelakshmi, K., additional, and Soman, K. P., additional
Published: 2021
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45. Aspect-Based Sentiment Analysis in Hindi: Comparison of Machine/Deep Learning Algorithms

Author: Sai Aparna, T., primary, Simran, K., additional, Premjith, B., additional, and Soman, K. P., additional
Published: 2021
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46. Hybrid Machine Translation System for the Translation of Simple English Prepositions and Periphrastic Causative Constructions from English to Hindi

Author: Jyothi Ratnam, D., primary, Soman, K. P., additional, Bijimol, T. K., additional, Priya, M. G., additional, and Premjith, B., additional
Published: 2020
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47. Embedding Linguistic Features in Word Embedding for Preposition Sense Disambiguation in English—Malayalam Machine Translation Context

Author: Premjith, B., primary, Soman, K. P., additional, Anand Kumar, M., additional, and Jyothi Ratnam, D., additional
Published: 2019
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48. AMRITA_CEN-NLP@SAIL2015: Sentiment Analysis in Indian Language Using Regularized Least Square Approach with Randomized Feature Learning

Author: Kumar, S. Sachin, Premjith, B., Kumar, M. Anand, Soman, K. P., Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Weikum, Gerhard, Series editor, Prasath, Rajendra, editor, Vuppala, Anil Kumar, editor, and Kathirvalavakumar, T., editor
Published: 2015
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49. Audio Data Authentication with PMU Data and EWT

Author: Premjith B., Mohan, Neethu, Poornachandran, Prabaharan, and Soman K.P.
Published: 2015
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50. MARS: A Hybrid Deep CNN-based Multi-Accent Recognition System for English Language

Author: Darshana, S, primary, Theivaprakasham, H, additional, Jyothish Lal, G, additional, Premjith, B, additional, Sowmya, V, additional, and Soman, Kp, additional
Published: 2022
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