A Disentangled Adversarial Neural Topic Model for Separating Opinions
from Plots in User Reviews

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A Disentangled Adversarial Neural Topic Model for Separating Opinions from Plots in User Reviews

22 October 2020

Gabriele Pergola

Yulan He

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Papers citing "A Disentangled Adversarial Neural Topic Model for Separating Opinions from Plots in User Reviews"

19 / 19 papers shown

Title
Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks Nils Reimers Iryna Gurevych 1.3K 12,316 0 27 Aug 2019
Fine-Grained Spoiler Detection from Large-Scale Review Corpora Mengting Wan Rishabh Misra Ndapandula Nakashole Julian McAuley 52 132 0 31 May 2019
Domain Agnostic Learning with Disentangled Representations Xingchao Peng Zijun Huang Ximeng Sun Kate Saenko OOD DRL 80 265 0 28 Apr 2019
Towards a Definition of Disentangled Representations I. Higgins David Amos David Pfau S. Racanière Loic Matthey Danilo Jimenez Rezende Alexander Lerchner OCL DRL 111 480 0 05 Dec 2018
ATM:Adversarial-neural Topic Model Rui Wang Deyu Zhou Yulan He BDL GAN 63 92 0 01 Nov 2018
Coherence-Aware Neural Topic Modeling Ran Ding Ramesh Nallapati Bing Xiang BDL 60 79 0 07 Sep 2018
A Unified Feature Disentangler for Multi-Domain Image Translation and Manipulation Alexander H. Liu Yen-Cheng Liu Yu-Ying Yeh Y. Wang 70 219 0 05 Sep 2018
Learning to Decompose and Disentangle Representations for Video Prediction Jun-Ting Hsieh Bingbin Liu De-An Huang Li Fei-Fei Juan Carlos Niebles DRL 184 306 0 11 Jun 2018
Isolating Sources of Disentanglement in Variational Autoencoders T. Chen Xuechen Li Roger C. Grosse David Duvenaud DRL 77 447 0 14 Feb 2018
Autoencoding Variational Inference For Topic Models Akash Srivastava Charles Sutton BDL DRL 152 564 0 04 Mar 2017
InfoGAN: Interpretable Representation Learning by Information Maximizing Generative Adversarial Nets Xi Chen Yan Duan Rein Houthooft John Schulman Ilya Sutskever Pieter Abbeel GAN 161 4,238 0 12 Jun 2016
Recurrent Batch Normalization Tim Cooijmans Nicolas Ballas César Laurent Çağlar Gülçehre Aaron Courville ODL 76 410 0 30 Mar 2016
Generating Sentences from a Continuous Space Samuel R. Bowman Luke Vilnis Oriol Vinyals Andrew M. Dai Rafal Jozefowicz Samy Bengio DRL 113 2,364 0 19 Nov 2015
Adversarial Autoencoders Alireza Makhzani Jonathon Shlens Navdeep Jaitly Ian Goodfellow Brendan J. Frey GAN 106 2,228 0 18 Nov 2015
NICE: Non-linear Independent Components Estimation Laurent Dinh David M. Krueger Yoshua Bengio DRL BDL 131 2,269 0 30 Oct 2014
Auto-Encoding Variational Bayes Diederik P. Kingma Max Welling BDL 458 16,922 0 20 Dec 2013
The Author-Topic Model for Authors and Documents Michal Rosen-Zvi Thomas Griffiths M. Steyvers Padhraic Smyth 478 1,694 0 11 Jul 2012
Representation Learning: A Review and New Perspectives Yoshua Bengio Aaron Courville Pascal Vincent OOD SSL 284 12,460 0 24 Jun 2012
Supervised Topic Models David M. Blei Jon D. McAuliffe BDL 130 1,788 0 03 Mar 2010

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