PCAE: A Framework of Plug-in Conditional Auto-Encoder for Controllable
Text Generation

PCAE: A Framework of Plug-in Conditional Auto-Encoder for Controllable Text Generation

7 October 2022

Zhongliang Yang

Papers citing "PCAE: A Framework of Plug-in Conditional Auto-Encoder for Controllable Text Generation"

18 / 18 papers shown

Title
AdaVAE: Exploring Adaptive GPT-2s in Variational Auto-Encoders for Language Modeling Haoqin Tu Zhongliang Yang Jinshuai Yang Yong Huang 38 12 0 12 May 2022
Towards a Unified View of Parameter-Efficient Transfer Learning Junxian He Chunting Zhou Xuezhe Ma Taylor Berg-Kirkpatrick Graham Neubig AAML 105 930 0 08 Oct 2021
Transformer-based Conditional Variational Autoencoder for Controllable Story Generation Le Fang Tao Zeng Chao-Ning Liu Liefeng Bo Wen Dong Changyou Chen DRL 79 61 0 04 Jan 2021
Prefix-Tuning: Optimizing Continuous Prompts for Generation Xiang Lisa Li Percy Liang 213 4,238 0 01 Jan 2021
Directed Beam Search: Plug-and-Play Lexically Constrained Language Generation Damian Pascual Béni Egressy Florian Bolli Roger Wattenhofer 46 20 0 31 Dec 2020
GeDi: Generative Discriminator Guided Sequence Generation Ben Krause Akhilesh Deepak Gotmare Bryan McCann N. Keskar Shafiq Joty R. Socher Nazneen Rajani 102 403 0 14 Sep 2020
Plug and Play Language Models: A Simple Approach to Controlled Text Generation Sumanth Dathathri Andrea Madotto Janice Lan Jane Hung Eric Frank Piero Molino J. Yosinski Rosanne Liu KELM 121 968 0 04 Dec 2019
A Surprisingly Effective Fix for Deep Latent Variable Modeling of Text Bohan Li Junxian He Graham Neubig Taylor Berg-Kirkpatrick Yiming Yang DRL 33 71 0 02 Sep 2019
Cyclical Annealing Schedule: A Simple Approach to Mitigating KL Vanishing Hao Fu Chunyuan Li Xiaodong Liu Jianfeng Gao Asli Celikyilmaz Lawrence Carin ODL 75 363 0 25 Mar 2019
Diverse and Accurate Image Description Using a Variational Auto-Encoder with an Additive Gaussian Encoding Space Liwei Wang Alex Schwing Svetlana Lazebnik CoGe 86 175 0 19 Nov 2017
Style Transfer in Text: Exploration and Evaluation Zhenxin Fu Xiaoye Tan Nanyun Peng Dongyan Zhao Rui Yan 66 507 0 18 Nov 2017
Style Transfer from Non-Parallel Text by Cross-Alignment T. Shen Tao Lei Regina Barzilay Tommi Jaakkola 110 774 0 26 May 2017
Toward Controlled Generation of Text Zhiting Hu Zichao Yang Xiaodan Liang Ruslan Salakhutdinov Eric Xing 153 990 0 02 Mar 2017
Generating Sentences from a Continuous Space Samuel R. Bowman Luke Vilnis Oriol Vinyals Andrew M. Dai Rafal Jozefowicz Samy Bengio DRL 100 2,358 0 19 Nov 2015
Adversarial Autoencoders Alireza Makhzani Jonathon Shlens Navdeep Jaitly Ian Goodfellow Brendan J. Frey GAN 84 2,226 0 18 Nov 2015
Generative Moment Matching Networks Yujia Li Kevin Swersky R. Zemel OOD GAN 98 846 0 10 Feb 2015
Semi-Supervised Learning with Deep Generative Models Diederik P. Kingma Danilo Jimenez Rezende S. Mohamed Max Welling GAN SSL BDL 83 2,738 0 20 Jun 2014
A Kernel Method for the Two-Sample Problem Arthur Gretton Karsten Borgwardt Malte J. Rasch Bernhard Schölkopf Alex Smola 209 2,353 0 15 May 2008