Neural Variational Inference for Text Processing

19 November 2015

Papers citing "Neural Variational Inference for Text Processing"

31 / 31 papers shown

Title
Evaluating Negative Sampling Approaches for Neural Topic Models Suman Adhya Avishek Lahiri Debarshi Kumar Sanyal Partha Pratim Das BDL 193 0 0 23 Mar 2025
Bridging the Evaluation Gap: Leveraging Large Language Models for Topic Model Evaluation Zhiyin Tan Jennifer D'Souza ELM 109 0 0 11 Feb 2025
Tethering Broken Themes: Aligning Neural Topic Models with Labels and Authors Mayank Nagda Phil Ostheimer Sophie Fellenz 448 0 0 22 Oct 2024
GINopic: Topic Modeling with Graph Isomorphism Network Suman Adhya Debarshi Kumar Sanyal 239 4 0 02 Apr 2024
COMPASS: Computational Mapping of Patient-Therapist Alliance Strategies with Language Modeling Baihan Lin Djallel Bouneffouf Yulia Landa Rachel Jespersen Cheryl Corcoran Guillermo Cecchi 84 1 0 22 Feb 2024
SCAT: Second Chance Autoencoder for Textual Data Somaieh Goudarzvand Gharib Gharibi Yugyung Lee 34 3 0 11 May 2020
Improved Variational Autoencoders for Text Modeling using Dilated Convolutions Zichao Yang Zhiting Hu Ruslan Salakhutdinov Taylor Berg-Kirkpatrick 97 389 0 27 Feb 2017
Generating Sentences from a Continuous Space Samuel R. Bowman Luke Vilnis Oriol Vinyals Andrew M. Dai Rafal Jozefowicz Samy Bengio DRL 105 2,359 0 19 Nov 2015
Adversarial Autoencoders Alireza Makhzani Jonathon Shlens Navdeep Jaitly Ian Goodfellow Brendan J. Frey GAN 86 2,223 0 18 Nov 2015
The Variational Fair Autoencoder Christos Louizos Kevin Swersky Yujia Li Max Welling R. Zemel DRL 221 633 0 03 Nov 2015
Learning Wake-Sleep Recurrent Attention Models Jimmy Ba Roger C. Grosse Ruslan Salakhutdinov B. Frey BDL 79 65 0 22 Sep 2015
FAQ-based Question Answering via Word Alignment Zhiguo Wang Abraham Ittycheriah 33 43 0 09 Jul 2015
Ask Me Anything: Dynamic Memory Networks for Natural Language Processing A. Kumar Ozan Irsoy Peter Ondruska Mohit Iyyer James Bradbury Ishaan Gulrajani Victor Zhong Romain Paulus R. Socher 110 1,179 0 24 Jun 2015
Teaching Machines to Read and Comprehend Karl Moritz Hermann Tomás Kociský Edward Grefenstette L. Espeholt W. Kay Mustafa Suleyman Phil Blunsom 337 3,547 0 10 Jun 2015
DRAW: A Recurrent Neural Network For Image Generation Karol Gregor Ivo Danihelka Alex Graves Danilo Jimenez Rezende Daan Wierstra GAN DRL 161 1,961 0 16 Feb 2015
MADE: Masked Autoencoder for Distribution Estimation M. Germain Karol Gregor Iain Murray Hugo Larochelle OOD SyDa UQCV 168 867 0 12 Feb 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.7K 150,006 0 22 Dec 2014
Deep Learning for Answer Sentence Selection Lei Yu Karl Moritz Hermann Phil Blunsom S. Pulman 56 413 0 04 Dec 2014
Memory Networks Jason Weston S. Chopra Antoine Bordes GNN KELM 145 1,705 0 15 Oct 2014
Neural Machine Translation by Jointly Learning to Align and Translate Dzmitry Bahdanau Kyunghyun Cho Yoshua Bengio AIMat 521 27,263 0 01 Sep 2014
Semi-Supervised Learning with Deep Generative Models Diederik P. Kingma Danilo Jimenez Rezende S. Mohamed Max Welling GAN SSL BDL 85 2,740 0 20 Jun 2014
Question Answering with Subgraph Embeddings Antoine Bordes S. Chopra Jason Weston RALM BDL GNN 80 713 0 14 Jun 2014
Reweighted Wake-Sleep J. Bornschein Yoshua Bengio BDL 85 183 0 11 Jun 2014
Distributed Representations of Sentences and Documents Quoc V. Le Tomas Mikolov FaML 249 9,239 0 16 May 2014
Open Question Answering with Weakly Supervised Embedding Models Antoine Bordes Jason Weston Nicolas Usunier 83 340 0 16 Apr 2014
Neural Variational Inference and Learning in Belief Networks A. Mnih Karol Gregor BDL 169 729 0 31 Jan 2014
Auto-Encoding Variational Bayes Diederik P. Kingma Max Welling BDL 435 16,944 0 20 Dec 2013
Deep AutoRegressive Networks Karol Gregor Ivo Danihelka A. Mnih Charles Blundell Daan Wierstra AI4TS BDL 89 282 0 31 Oct 2013
Distributed Representations of Words and Phrases and their Compositionality Tomas Mikolov Ilya Sutskever Kai Chen G. Corrado J. Dean NAI OCL 371 33,520 0 16 Oct 2013
A Deep and Tractable Density Estimator Benigno Uria Iain Murray Hugo Larochelle BDL 91 193 0 07 Oct 2013
Modeling Documents with Deep Boltzmann Machines Nitish Srivastava Ruslan Salakhutdinov Geoffrey E. Hinton BDL 132 184 0 26 Sep 2013