Faculty Directory
Dr. Anupam Mondal
Academic Information
Ph.D, Jadavpur University, 2021
Research Areas
Research Interests
My research interests are to study about different machine learning approaches and apply these approaches on various data sets such as medical and tweeter. Also I am fascinating to design automated applications to reduce manual effort. Technically the research area is known as Natural Language Processing (NLP), could be further described as a crossroad of formal Linguistics, machine intelligence and cognitive science.
Courses Taught
Data Structure and Algorithms, Design and Analysis of Algorithms, Natural Language Processing, Computer Networks, Operating System
Positions Held
Associate Professor, Department of Computer Science and Engineering, Institute of Engineering and Management, Kolkata, India
Program In-Charge, Department of Computer Science and Engineering (Artificial Intelligence), Institute of Engineering and Management, Kolkata, India
Research Associate, Rolls-Royce@NTU Corporate Lab, Nanyang Technological University, Singapore
Program In-Charge, Department of Computer Science and Engineering (Artificial Intelligence), Institute of Engineering and Management, Kolkata, India
Research Associate, Rolls-Royce@NTU Corporate Lab, Nanyang Technological University, Singapore
Publications
"UEM24 at the NTCIR-18 MedNLP-CHAT: A Machine Learning Approach to Multilingual Healthcare Risk Prediction." Ayantika Das, and Anupam Mondal. In Proceedings of the NTCIR-18 Conference. 2025.
"Performance Analysis of Transformer Models in Text Summarization with Insights for Future Ensemble Techniques". Subhojit Ghosh, Aritra Ghosh, Anupam Mondal. 2025. 8th International Conference on Electronics, Materials Engineering & Nano-Technology (IEMENTech).
"A Review: How Employed Word Embeddings in Paraphrase Detection?". Binoy Debnath, Anupam Mondal. 2025. 8th International Conference on Electronics, Materials Engineering & Nano-Technology (IEMENTech).
"SETA-Extractive to Abstractive Summarization with a Similarity-Based Attentional Encoder-Decoder Model". Monalisa Dey, Sainik Kumar Mahata, Anupam Mondal, Dipankar Das. ECTI Transactions on Computer and Information Technology (ECTI-CIT), 2024, Vol: 18, Issue 3, Pages 319-328.
"Personality Inference from Text Using Natural Language Processing: An Exploration of Machine Learning and Deep Learning Approaches." Kinshuk Ganguly, Subhajit Saha, Anupam Mondal, and Monalisa Dey. In International Conference on Innovations in Data Analytics, pp. 141-155. Singapore: Springer Nature Singapore, 2024.
"A Deep Learning Based Approach to Detect Paraphrase in Healthcare". Sangeet Bose, Sujan Ghosh, Anupam Mondal. 2024. 3rd International Conference on Speech and Language Technologies (SPELLL 2024).
"An annotation system of a medical corpus using sentiment-based models for summarization applications". Anupam Mondal, Erik Cambria, Monalisa Dey. In Computational Intelligence Applications for Text and Sentiment Data Analysis, pp. 163-178. Academic Press, 2023.
"Ensemble approach for identifying medical concepts with special attention to lexical scope". Anupam Mondal and Dipankar Das. S¯adhan¯a 46, no. 2 (2021): 1-12.
"Chatbot: An automated conversation system for the educational domain". Mondal, Anupam, Monalisa Dey, Dipankar Das, Sachit Nagpal, and Kevin Garda. In 2018 International Joint Symposium on Artificial Intelligence and Natural Language Processing (iSAI-NLP), pp. 1-5. IEEE, 2018.
"Relation Extraction of Medical Concepts using Categorization and Sentiment Analysis". A Mondal, E Cambria, D Das, A Hussain, S Bandyopadhyay. Cognitive Computation Journal 2017.