A Discrete Variational Recurrent Topic Model without the Reparametrization Trick

22 October 2020

Papers citing "A Discrete Variational Recurrent Topic Model without the Reparametrization Trick"

26 / 26 papers shown

Title
Event Representation with Sequential, Semi-Supervised Discrete Variables Mehdi Rezaee Francis Ferraro BDL DRL 57 14 0 09 Oct 2020
Representation Degeneration Problem in Training Natural Language Generation Models Jun Gao Di He Xu Tan Tao Qin Liwei Wang Tie-Yan Liu 62 268 0 28 Jul 2019
Variational Pretraining for Semi-supervised Text Classification Suchin Gururangan T. Dang Dallas Card Noah A. Smith VLM 50 112 0 05 Jun 2019
Automatic Evaluation of Local Topic Quality Jeffrey Lund Piper Armstrong Wilson Fearn Stephen Cowley Courtni Byun Jordan L. Boyd-Graber Kevin Seppi 31 17 0 18 May 2019
The emergence of number and syntax units in LSTM language models Yair Lakretz Germán Kruszewski T. Desbordes Dieuwke Hupkes S. Dehaene Marco Baroni 48 170 0 18 Mar 2019
Topic-Guided Variational Autoencoders for Text Generation Wenlin Wang Zhe Gan Hongteng Xu Ruiyi Zhang Guoyin Wang Dinghan Shen Changyou Chen Lawrence Carin BDL 69 127 0 17 Mar 2019
Dirichlet Variational Autoencoder Weonyoung Joo Wonsung Lee Sungrae Park Il-Chul Moon BDL DRL 100 104 0 09 Jan 2019
textTOvec: Deep Contextualized Neural Autoregressive Topic Models of Language with Distributed Compositional Prior Pankaj Gupta Yatin Chaudhary Florian Buettner Hinrich Schütze BDL 52 19 0 09 Oct 2018
Latent Topic Conversational Models Tsung-Hsien Wen Minh-Thang Luong BDL 51 4 0 19 Sep 2018
Implicit Reparameterization Gradients Michael Figurnov S. Mohamed A. Mnih BDL 97 233 0 22 May 2018
WHAI: Weibull Hybrid Autoencoding Inference for Deep Topic Modeling Hao Zhang Bo Chen D. Guo Mingyuan Zhou BDL 73 118 0 04 Mar 2018
Topic Compositional Neural Language Model Wenlin Wang Zhe Gan Wenqi Wang Dinghan Shen Jiaji Huang Ming-Yu Liu S. Satheesh Lawrence Carin 38 81 0 28 Dec 2017
SenGen: Sentence Generating Neural Variational Topic Model Ramesh Nallapati Igor Melnyk Abhishek Kumar Bowen Zhou BDL DRL 51 12 0 01 Aug 2017
Topically Driven Neural Language Model Jey Han Lau Timothy Baldwin Trevor Cohn BDL 44 66 0 26 Apr 2017
Autoencoding Variational Inference For Topic Models Akash Srivastava Charles Sutton BDL DRL 152 564 0 04 Mar 2017
Detecting (Un)Important Content for Single-Document News Summarization Yinfei Yang F. S. Bao A. Nenkova 49 18 0 26 Feb 2017
TopicRNN: A Recurrent Neural Network with Long-Range Semantic Dependency Adji Bousso Dieng Chong-Jun Wang Jianfeng Gao John Paisley 69 243 0 05 Nov 2016
Reparameterization Gradients through Acceptance-Rejection Sampling Algorithms C. A. Naesseth Francisco J. R. Ruiz Scott W. Linderman David M. Blei BDL 128 108 0 18 Oct 2016
Nonparametric Spherical Topic Modeling with Word Embeddings N. Batmanghelich A. Saeedi Karthik Narasimhan S. Gershman 61 89 0 01 Apr 2016
Neural Variational Inference for Text Processing Yishu Miao Lei Yu Phil Blunsom VLM DRL 130 622 0 19 Nov 2015
Learning Longer Memory in Recurrent Neural Networks Tomas Mikolov Armand Joulin S. Chopra Michaël Mathieu MarcÁurelio Ranzato 92 259 0 24 Dec 2014
Sequence to Sequence Learning with Neural Networks Ilya Sutskever Oriol Vinyals Quoc V. Le AIMat 437 20,568 0 10 Sep 2014
Neural Variational Inference and Learning in Belief Networks A. Mnih Karol Gregor BDL 171 729 0 31 Jan 2014
Black Box Variational Inference Rajesh Ranganath S. Gerrish David M. Blei DRL BDL 136 1,167 0 31 Dec 2013
Auto-Encoding Variational Bayes Diederik P. Kingma Max Welling BDL 452 16,929 0 20 Dec 2013
Modeling Documents with Deep Boltzmann Machines Nitish Srivastava Ruslan Salakhutdinov Geoffrey E. Hinton BDL 141 184 0 26 Sep 2013