Recent Publications:
Chakma Kunal, Jamatia Anupam, and Rudrapal Dwijen, "Identification and Summarization of Events from Twitter using Clustering Algorithms and Deep Neural Network", in Natural Language Engineering (NLE) Journal, DOI: https://doi.org/10.1017/nlp.2024.47
M, V.R., Chakma, K., Jamatia, A., Rudrapal, D., An innovative Telugu text summarization framework using the pointer network and optimized attention layer. Multimedia Tools Appl (2024). https://doi.org/10.1007/s11042-024-19187-8
Paul, B., Rudrapal, D., Chakma, K., Jamatia, A. Multimodal Machine Translation Approaches for Indian Languages: A Comprehensive Survey. Journal of Universal Computer Science (J.UCS). Accepted in January, 2024. In press (May, 2024 issue).
Chakraborty, D., Rudrapal, D. & Bhattacharya, B. A multimodal sentiment analysis approach for tweets by comprehending co-relations between information modalities. Multimed Tools Appl (2023). https://doi.org/10.1007/s11042-023-17569-y
Aparajita Sinha and Kunal Chakma A Comparative Analysis of Sentiment Analysis and Emotion Detection Problems on Texts International Conference on Frontiers of Intelligent Computing: Theory and Applications, FICTA 2022: Intelligent Data Engineering and Analytics pp 465-475.Springer. DOI: https://doi.org/10.1007/978-981-19-7524-0_41.
Aparajita Sinha and Kunal Chakma A Comparative Analysis of Machine Learning Based Sentiment Analysis,ISAI 2022. Communications in Computer and Information Science, vol 1695. Springer pp 123–132. DOI: https://doi.org/10.1007/978-3-031-22485-0_12.
Rizvi, A., Jamatia, A., Rudrapal, D., Chakma, K., & Gambäck, B. (2023). Cross-Lingual Speaker Identification for Indian Languages. In: In Proceedings of the International Conference Recent Advances in Natural Language Processing (RANLP) (pp. 975–983). INCOMA Ltd. Varna, Bulgaria.
Jamatia, A.,Swamy, S.D., Gambäck, B., Das, A., & Debbarma, S. (2020). Deep Learning Based Sentiment Analysis in a Code-Mixed English-Hindi and English-Bengali Social Media Corpus International Journal on Artificial Intelligence Tools.
Kunal Chakma, Steve Durairaj Swamy, Amitava Das and Swapan Debbarma, 5W1H-based Semantic Segmentation of Tweets for Event Detection using BERT, in the 2nd International Conference on Machine Learning, Image Processing, Network Security and Data sciences (MIND-2020), 23 – 24 April 2020 at NIT Silchar. Springer CCIS proceedings volume 1240. Pages 57-72. DOI: https://doi.org/10.1007/978-981-15-6315-7_5.
Jamatia, A., Das, A., & Gambäck, B. (2018). Deep Learning-Based Language Identification in English-Hindi-Bengali Code-Mixed Social Media Corpora. Journal of Intelligent Systems.
Swamy, S.D., Jamatia, A., & Gambäck, B. (2019). Studying Generalisability across Abusive Language Detection Datasets. In Proceedings of the 23rd Conference on Computational Natural Language Learning (CoNLL). Hong Kong.
Kunal Chakma, Rohit Chakraborty and Shubhanshu Kumar Singh, Finding Correlation Between Twitter Influence Metrics and Centrality Measures for Detection of Influential Users in the 5th International Conference on Computational Intelligence in Data Mining (ICCIDM - 2018) December 15-16, 2018, Burla, Odisha, India. Published in Computational Intelligence in Data Mining, Springer, Vol: 990, pages:51-62 DOI: https://doi.org/10.1007/978-981-13-8676-3_5
Rudrapal, D., Jamatia, A., Chakma, K., Das, A., & Gambäck, B. (2015). Sentence Boundary Detection for Social Media Text. In Proceedings of the 12th International Conference on Natural Language Processing (pp. 254–260). NLP Association of India.
Jamatia, A., Gambäck, B., & Das, A. (2015). Part-of-Speech Tagging for Code-Mixed English-Hindi Twitter and Facebook Chat Messages. In Proceedings of the International Conference Recent Advances in Natural Language Processing (RANLP) (pp. 239–248). INCOMA Ltd. Shoumen, Bulgaria.