Classification Aware Neural Topic Model and its Application on a New
COVID-19 Disinformation Corpus

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Classification Aware Neural Topic Model and its Application on a New COVID-19 Disinformation Corpus

5 June 2020

Kalina Bontcheva

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Papers citing "Classification Aware Neural Topic Model and its Application on a New COVID-19 Disinformation Corpus"

15 / 15 papers shown

Title
Discriminative Topic Modeling with Logistic LDA I. Korshunova Hanchen Xiong Mateusz Fedoryszak Lucas Theis 73 18 0 03 Sep 2019
Variational Pretraining for Semi-supervised Text Classification Suchin Gururangan T. Dang Dallas Card Noah A. Smith VLM 50 112 0 05 Jun 2019
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.8K 94,891 0 11 Oct 2018
Topic Memory Networks for Short Text Classification Jichuan Zeng Jing Li Yan Song Cuiyun Gao Michael R. Lyu Irwin King BDL 43 131 0 11 Sep 2018
Coherence-Aware Neural Topic Modeling Ran Ding Ramesh Nallapati Bing Xiang BDL 58 79 0 07 Sep 2018
Discovering Discrete Latent Topics with Neural Variational Inference Yishu Miao Edward Grefenstette Phil Blunsom DRL BDL 119 290 0 01 Jun 2017
Neural Models for Documents with Metadata Dallas Card Chenhao Tan Noah A. Smith BDL 88 122 0 25 May 2017
Autoencoding Variational Inference For Topic Models Akash Srivastava Charles Sutton BDL DRL 152 564 0 04 Mar 2017
Neural Variational Inference for Text Processing Yishu Miao Lei Yu Phil Blunsom VLM DRL 130 622 0 19 Nov 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.9K 150,115 0 22 Dec 2014
Semi-Supervised Learning with Deep Generative Models Diederik P. Kingma Danilo Jimenez Rezende S. Mohamed Max Welling GAN SSL BDL 88 2,742 0 20 Jun 2014
Neural Variational Inference and Learning in Belief Networks A. Mnih Karol Gregor BDL 171 729 0 31 Jan 2014
Auto-Encoding Variational Bayes Diederik P. Kingma Max Welling BDL 452 16,929 0 20 Dec 2013
The Author-Topic Model for Authors and Documents Michal Rosen-Zvi Thomas Griffiths M. Steyvers Padhraic Smyth 472 1,694 0 11 Jul 2012
Supervised Topic Models David M. Blei Jon D. McAuliffe BDL 121 1,788 0 03 Mar 2010

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