PUBLICATIONS AND PATENTS
SCI/SCIE Journals
1. Bhardwaj, Meher, Hrishikesh Ethari, and Dennis Singh Moirangthem. “EzSQL: An SQL intermediate representation for improving SQL-to-text Generation.” arXiv preprint arXiv:2411.18923. Expert Systems with Applications (2025) (Accepted on May 22, 2025): 113898 (Impact Factor 2024: 7.5, Q1)
2. Moirangthem, Dennis Singh, and Minho Lee. “Hierarchical and lateral multiple timescales gated recurrent units with pre-trained encoder for long text classification.” Expert Systems with Applications (2021): 113898 (Impact Factor 2024: 7.5, Q1)
3. Moirangthem, Dennis Singh, and Minho Lee. “Abstractive summarization of long texts by representing multiple compositionalities with temporal hierarchical pointer generator network.” Neural Networks 124 (2020): 1-11 (Impact Factor 2024: 6.0, Q1)
4. Kiasari, Mohammad Ahangar, Moirangthem, Dennis Singh, and Minho Lee. “Joint moment-matching autoencoders.” Neural Networks 106 (2018): 185-193. (Impact Factor 2024: 6.0, Q1)
5. Kiasari, Mohammad Ahangar, Moirangthem, Dennis Singh, and Minho Lee. “Coupled generative adversarial stacked auto-encoder: Cogasa.” Neural Networks 100 (2018): 1-9. (Impact Factor 2024: 6.0, Q1)
6. Yu, Zhibin, Moirangthem, Dennis Singh, and Minho Lee. “Continuous timescale long-short term memory neural network for human intent understanding.” Frontiers in neurorobotics 11 (2017): 42. (Impact Factor 2024: 2.6, Q2)
International Conferences
1. Balkishan Bajpay and Moirangthem, Dennis Singh “Leveraging Pathfinding Algorithms For Efficient Metro Routing and Scheduling” 2025 IEEE International Conference on Interdisciplinary Approaches in Technology and Management for Social Innovation (IATMSI-2025), Gwalior, India, IEEE, 2025 - Best Paper Awarded
2. Arvind Pathak and Moirangthem, Dennis Singh “A Text Processing and Translation Framework for Advancement of Maithili Language” 2025 IEEE International Conference on Interdisciplinary Approaches in Technology and Management for Social Innovation (IATMSI-2025), Gwalior, India, IEEE, 2025.
3. Annepu Sai Charan and Moirangthem, Dennis Singh “Leveraging Name Entity Recognition and Text Classification for Talent Mapping.” 2024 IEEE International Conference on Interdisciplinary Approaches in Technology and Management for Social Innovation (IATMSI-2024), Gwalior, India, IEEE, 2024 - Best Paper Awarded
4. Meher Bhardwaj, Hrishikesh Ethari, Annepu Sai Charan, and Moirangthem, Dennis Singh “BeTS: Abstractive Text Summarization with Transfer Learning.” 2024 IEEE International Conference on Interdisciplinary Approaches in Technology and Management for Social Innovation (IATMSI-2024), Gwalior, India, IEEE, 2024.
5. Sergio, Gwenaelle Cunha, Moirangthem, Dennis Singh, and Minho Lee. “Attentively Embracing Noise for Robust Latent Representation in BERT.” (Long Paper), COLING 2020, Barcelona, Spain, pp. 3479–3491, ISBN: 9781713825210, ACL Anthology, 2020.
6. Moirangthem, Dennis Singh, and Minho Lee. “Chat Discrimination for Intelligent Conversational Agents with a Hybrid CNN-LMTGRU Network.” Proceedings of the 3rd Rep4NLP. (Long Paper), ACL 2018, Melbourne, Australia, pp. 30–40, ISBN: 978-1-948087-43-8. ACL Anthology, 2018.
7. Sergio, Gwenaelle Cunha, Moirangthem, Dennis Singh, and Minho Lee. “Temporal hierarchies in sequence to sequence for sentence correction.” 2018 International Joint Conference on Neural Networks (IJCNN). Rio de Janeiro, Brazil, pp. 1-7, ISSN: 2161-4407. IEEE, 2018.
8. Kiasari, Mohammad Ahangar, Moirangthem, Dennis Singh, Jonghong Kim, and Minho Lee. ”TiedGAN: Multi-domain Image Transformation Networks.” In International Conference on Neural Information Processing (ICONIP), Siem Reap, Cambodia, pp. 512-518, ISBN: 978-3-030-04179-3. Springer, Cham, 2018.
9. Moirangthem, Dennis Singh, Jegyung Son, and Minho Lee. “Representing Compositionality based on Multiple Timescales Gated Recurrent Neural Networks with Adaptive Temporal Hierarchy for Character-Level Language Models.” Proceedings of the 2nd Rep4NLP. (Long Paper), ACL 2017, Vancouver, Canada, 2017, pp. 131-138, ISBN: 978-1-945626-62-3, ACL Anthology, 2017.
10. Moirangthem, Dennis Singh, and Minho Lee. “Temporal hierarchies in multilayer gated recurrent neural networks for language models.” 2017 International Joint Conference on Neural Networks (IJCNN). Alaska, USA, pp. 2152-2157, ISSN: 2161-4407, IEEE, 2017.
11. Kiasari, Mohammad Ahangar, Moirangthem, Dennis Singh, and Minho Lee. “Generative Moment Matching Autoencoder with Perceptual Loss.” International Conference on Neural Information Processing (ICONIP). Guangzhou, China, 226-234, ISBN: 978-3-319-70090-8, Springer, Cham, 2017.
12. Kim, Minsoo, Moirangthem, Dennis Singh, and Minho Lee. “Towards Abstraction from Extraction: Multiple Timescale Gated Recurrent Unit for Summarization.” Proceedings of the 1st Rep4NLP. (Long Paper) ACL 2016, Berlin, Germany, pp. 70-77, ISBN: 978-1-945626-04-3, ACL Anthology, 2016.
13. Moirangthem Dennis Singh, V J Shine, Varaprasad Janamala, "Application of Artificial Neural Networks in optimizing MPPTcontrol for standalone solar PV system", 2014 international conference on contemporary computing and informatics (IC3I), Mysore, India, pp. 162-166,ISBN: 9781479966301, IEEE, 2014.
International Patent
1. Moirangthem, Dennis Singh, and Minho Lee. “Device and method for generating abstract summary of multiple-paragraph text.” International Patent number: KR101882906B1, Grant date: 2018/7/27.