Towards Abstraction from Extraction: Multiple Timescale Gated Recurrent Unit for Summarization. - Minsoo Kim; Dennis Singh Moirangthem; Minho Lee 001 (Rep4NLP@ACL, 2016)

Generative Moment Matching Autoencoder with Perceptual Loss. - Mohammad Ahangar Kiasari; Dennis Singh Moirangthem; Minho Lee 001 (ICONIP (2), 2017)

Temporal hierarchies in multilayer gated recurrent neural networks for language models. - Moirangthem Dennis Singh; Minho Lee 001 (IJCNN, 2017)

Representing Compositionality based on Multiple Timescales Gated Recurrent Neural Networks with Adaptive Temporal Hierarchy for Character-Level Language Models. - Dennis Singh Moirangthem; Jegyung Son; Minho Lee 001 (Rep4NLP@ACL, 2017)

Continuous Timescale Long-Short Term Memory Neural Network for Human Intent Understanding. - Zhibin Yu 002; Moirangthem Dennis Singh; Minho Lee 001 (Frontiers Neurorobotics, 2017)

TiedGAN: Multi-domain Image Transformation Networks. - Mohammad Ahangar Kiasari; Dennis Singh Moirangthem; Jonghong Kim; Minho Lee 001 (ICONIP (6), 2018)

Temporal Hierarchies in Sequence to Sequence for Sentence Correction. - Gwenaelle Cunha Sergio; Dennis Singh Moirangthem; Minho Lee 001 (IJCNN, 2018)

Chat Discrimination for Intelligent Conversational Agents with a Hybrid CNN-LMTGRU Network. - Dennis Singh Moirangthem; Minho Lee 001 (Rep4NLP@ACL, 2018)

Human Action Generation with Generative Adversarial Networks. - Mohammad Ahangar Kiasari; Dennis Singh Moirangthem; Minho Lee 001 (CoRR, 2018)

Coupled generative adversarial stacked Auto-encoder: CoGASA. - Mohammad Ahangar Kiasari; Dennis Singh Moirangthem; Minho Lee 001 (Neural Networks, 2018)

Joint moment-matching autoencoders. - Mohammad Ahangar Kiasari; Dennis Singh Moirangthem; Minho Lee 001 (Neural Networks, 2018)

Attentively Embracing Noise for Robust Latent Representation in BERT. - Gwenaelle Cunha Sergio; Dennis Singh Moirangthem; Minho Lee 001 (COLING, 2020)

Abstractive summarization of long texts by representing multiple compositionalities with temporal hierarchical pointer generator network. - Dennis Singh Moirangthem; Minho Lee 001 (Neural Networks, 2020)

Hierarchical and lateral multiple timescales gated recurrent units with pre-trained encoder for long text classification. - Dennis Singh Moirangthem; Minho Lee 001 (Expert Syst. Appl., 2021)

EzSQL: An SQL intermediate representation for improving SQL-to-text generation. - Meher Bhardwaj; Ethari Hrishikesh; Dennis Singh Moirangthem (Expert Syst. Appl., 2025)