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Multi-source Neural Topic Modeling in Multi-view Embedding Spaces


Apr 17, 2021
Pankaj Gupta, Yatin Chaudhary, Hinrich Sch├╝tze

* NAACL2021, 13 pages, 14 tables, 2 figures. arXiv admin note: substantial text overlap with arXiv:1909.06563 

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TopicBERT for Energy Efficient Document Classification


Oct 15, 2020
Yatin Chaudhary, Pankaj Gupta, Khushbu Saxena, Vivek Kulkarni, Thomas Runkler, Hinrich Sch├╝tze

* EMNLP2020 (Findings): 9 pages, 5 figures, 8 Tables 

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Explainable and Discourse Topic-aware Neural Language Understanding


Jun 19, 2020
Yatin Chaudhary, Hinrich Sch├╝tze, Pankaj Gupta

* Accepted at ICML2020 (13 pages, 2 figures), acknowledgements added 

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Neural Topic Modeling with Continual Lifelong Learning


Jun 19, 2020
Pankaj Gupta, Yatin Chaudhary, Thomas Runkler, Hinrich Sch├╝tze

* ICML2020 

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BioNLP-OST 2019 RDoC Tasks: Multi-grain Neural Relevance Ranking Using Topics and Attention Based Query-Document-Sentence Interactions


Oct 02, 2019
Yatin Chaudhary, Pankaj Gupta, Hinrich Sch├╝tze

* EMNLP2019, 10 pages, 2 figures, 7 tables 

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Lifelong Neural Topic Learning in Contextualized Autoregressive Topic Models of Language via Informative Transfers


Sep 29, 2019
Yatin Chaudhary, Pankaj Gupta, Thomas Runkler

* 94 pages 

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Multi-view and Multi-source Transfers in Neural Topic Modeling with Pretrained Topic and Word Embeddings


Sep 17, 2019
Pankaj Gupta, Yatin Chaudhary, Hinrich Sch├╝tze


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textTOvec: Deep Contextualized Neural Autoregressive Models of Language with Distributed Compositional Prior


Oct 10, 2018
Pankaj Gupta, Yatin Chaudhary, Florian Buettner, Hinrich Sch├╝tze

* #ICLR2019 under review 

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Document Informed Neural Autoregressive Topic Models with Distributional Prior


Sep 15, 2018
Pankaj Gupta, Yatin Chaudhary, Florian Buettner, Hinrich Sch├╝tze

* AAAI2019. arXiv admin note: substantial text overlap with arXiv:1808.03793 

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