| Document Informed Neural Autoregressive Topic Models with Distributional Prior P Gupta, Y Chaudhary, F Buettner, H Schütze AAAI2019, 2019 | 54 | 2019 |
| Neural topic modeling with continual lifelong learning P Gupta, Y Chaudhary, T Runkler, H Schuetze International Conference on Machine Learning, 3907-3917, 2020 | 39 | 2020 |
| TopicBERT for energy efficient document classification Y Chaudhary, P Gupta, K Saxena, V Kulkarni, T Runkler, H Schütze arXiv preprint arXiv:2010.16407, 2020 | 24 | 2020 |
| textTOvec: DEEP CONTEXTUALIZED NEURAL AUTOREGRESSIVE TOPIC MODELS OF LANGUAGE WITH DISTRIBUTED COMPOSITIONAL PRIOR P Gupta, Y Chaudhary, F Buettner, H Schuetze ICLR2019, 2019 | 16 | 2019 |
| Explainable and discourse topic-aware neural language understanding Y Chaudhary, H Schütze, P Gupta International Conference on Machine Learning, 1479-1488, 2020 | 9 | 2020 |
| Multi-source neural topic modeling in multi-view embedding spaces P Gupta, Y Chaudhary, H Schütze arXiv preprint arXiv:2104.08551, 2021 | 8 | 2021 |
| Federated continual learning for text classification via selective inter-client transfer Y Chaudhary, P Rai, M Schubert, H Schütze, P Gupta arXiv preprint arXiv:2210.06101, 2022 | 7 | 2022 |
| System and method for natural language processing F Büttner, Y Chaudhary, P Gupta US Patent 11,182,559, 2021 | 4 | 2021 |
| Method of and system for multi-view and multi-source transfers in neural topic modelling Y Chaudhary, P Gupta US Patent App. 16/458,230, 2021 | 2 | 2021 |
| BioNLP-OST 2019 RDoC tasks: Multi-grain neural relevance ranking using topics and attention based query-document-sentence interactions P Gupta, Y Chaudhary, H Schütze Proceedings of The 5th Workshop on BioNLP Open Shared Tasks, 227-236, 2019 | 2* | 2019 |
| System and method for natural language processing with a multinominal topic model F Büttner, Y Chaudhary, P Gupta US Patent 11,416,689, 2022 | 1 | 2022 |
| Lifelong neural topic learning in contextualized autoregressive topic models of language via informative transfers Y Chaudhary, P Gupta, T Runkler arXiv preprint arXiv:1909.13315, 2019 | 1 | 2019 |
| Multi-view and multi-source transfers in neural topic modeling with pretrained topic and word embeddings P Gupta, Y Chaudhary, H Schütze arXiv preprint arXiv:1909.06563, 2019 | 1 | 2019 |
| Method for a Language Modeling and Device Supporting the Same P Gupta, Y Chaudhary US Patent App. 18/040,682, 2023 | | 2023 |
| Neural Topic Modeling with Continuous Learning P Gupta, Y Chaudhary, T Runkler US Patent App. 18/040,700, 2023 | | 2023 |
| Multi-source Multi-view Transfer Learning in Neural Topic Modeling with Pretrained Topic and Word Embeddings P Gupta, Y Chaudhary, H Schütze | | 2019 |
Pankaj GuptaFounder, CTO & Chief Scientist at DRIMCo GmbH Munich | PhD in Machine Learning-NLPVerified email at drimco.net
