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"Topic Modeling": models, code, and papers
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Improving Contextualized Topic Models with Negative Sampling

Mar 27, 2023
Suman Adhya, Avishek Lahiri, Debarshi Kumar Sanyal, Partha Pratim Das

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Topic-Guided Self-Introduction Generation for Social Media Users

May 24, 2023
Chunpu Xu, Jing Li, Piji Li, Min Yang

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Improving Neural Topic Models with Wasserstein Knowledge Distillation

Mar 27, 2023
Suman Adhya, Debarshi Kumar Sanyal

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Neural Nonnegative Matrix Factorization for Hierarchical Multilayer Topic Modeling

Feb 28, 2023
Tyler Will, Runyu Zhang, Eli Sadovnik, Mengdi Gao, Joshua Vendrow, Jamie Haddock, Denali Molitor, Deanna Needell

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Neural Topic Modeling with Continual Lifelong Learning

Jun 19, 2020
Pankaj Gupta, Yatin Chaudhary, Thomas Runkler, Hinrich Schütze

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Exclusive Topic Modeling

Feb 06, 2021
Hao Lei, Ying Chen

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

Apr 17, 2021
Pankaj Gupta, Yatin Chaudhary, Hinrich Schütze

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Prompt- and Trait Relation-aware Cross-prompt Essay Trait Scoring

May 26, 2023
Heejin Do, Yunsu Kim, Gary Geunbae Lee

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Reinforcement Learning for Topic Models

May 08, 2023
Jeremy Costello, Marek Z. Reformat

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Neural Topic Modeling with Cycle-Consistent Adversarial Training

Sep 29, 2020
Xuemeng Hu, Rui Wang, Deyu Zhou, Yuxuan Xiong

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