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"Topic Modeling": models, code, and papers
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L2RS: A Learning-to-Rescore Mechanism for Automatic Speech Recognition

Oct 25, 2019
Yuanfeng Song, Di Jiang, Xuefang Zhao, Qian Xu, Raymond Chi-Wing Wong, Lixin Fan, Qiang Yang

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A new LDA formulation with covariates

Feb 18, 2022
Gilson Shimizu, Rafael Izbicki, Denis Valle

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On Privacy Protection of Latent Dirichlet Allocation Model Training

Jun 04, 2019
Fangyuan Zhao, Xuebin Ren, Shusen Yang, Xinyu Yang

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Mixed Membership Recurrent Neural Networks

Dec 23, 2018
Ghazal Fazelnia, Mark Ibrahim, Ceena Modarres, Kevin Wu, John Paisley

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Topic Discovery via Latent Space Clustering of Pretrained Language Model Representations

Feb 09, 2022
Yu Meng, Yunyi Zhang, Jiaxin Huang, Yu Zhang, Jiawei Han

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The Dynamic Embedded Topic Model

Jul 12, 2019
Adji B. Dieng, Francisco J. R. Ruiz, David M. Blei

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Understanding Perceptions and Attitudes in Breast Cancer Discussions on Twitter

May 22, 2019
Francois Modave, Yunpeng Zhao, Janice Krieger, Zhe He, Yi Guo, Jinhai Huo, Mattia Prosperi, Jiang Bian

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Hate is the New Infodemic: A Topic-aware Modeling of Hate Speech Diffusion on Twitter

Oct 09, 2020
Sarah Masud, Subhabrata Dutta, Sakshi Makkar, Chhavi Jain, Vikram Goyal, Amitava Das, Tanmoy Chakraborty

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Communication-Efficient Parallel Belief Propagation for Latent Dirichlet Allocation

Jun 11, 2012
Jian-feng Yan, Zhi-Qiang Liu, Yang Gao, Jia Zeng

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A Practical Algorithm for Topic Modeling with Provable Guarantees

Dec 19, 2012
Sanjeev Arora, Rong Ge, Yoni Halpern, David Mimno, Ankur Moitra, David Sontag, Yichen Wu, Michael Zhu

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