Disentangled Representation Learning for Non-Parallel Text Style Transfer

13 August 2018

Papers citing "Disentangled Representation Learning for Non-Parallel Text Style Transfer"

38 / 38 papers shown

Title
Disentangling Preference Representation and Text Generation for Efficient Individual Preference Alignment Jianfei Zhang Jun Bai B. Li Yanmeng Wang Rumei Li Chenghua Lin Wenge Rong 41 0 0 31 Dec 2024
Causal Discovery Inspired Unsupervised Domain Adaptation for Emotion-Cause Pair Extraction Yuncheng Hua Yujin Huang Shuo Huang Tao Feng Lizhen Qu Chris Bain R. Bassed Gholamreza Haffari CML OOD 43 2 0 18 Jun 2024
Text Attribute Control via Closed-Loop Disentanglement Lei Sha Thomas Lukasiewicz DRL 26 2 0 01 Dec 2023
Text Embeddings Reveal (Almost) As Much As Text John X. Morris Volodymyr Kuleshov Vitaly Shmatikov Alexander M. Rush RALM 26 94 0 10 Oct 2023
Conditionally Invariant Representation Learning for Disentangling Cellular Heterogeneity H. Aliee Ferdinand Kapl Soroor Hediyeh-zadeh Fabian J. Theis CML 20 6 0 02 Jul 2023
A Call for Standardization and Validation of Text Style Transfer Evaluation Phil Ostheimer M. Nagda Marius Kloft Sophie Fellenz 39 14 0 01 Jun 2023
Learning Interpretable Style Embeddings via Prompting LLMs Ajay Patel D. Rao Ansh Kothary Kathleen McKeown Chris Callison-Burch 32 23 0 22 May 2023
Multidimensional Evaluation for Text Style Transfer Using ChatGPT Huiyuan Lai Antonio Toral Malvina Nissim 23 17 0 26 Apr 2023
NAISR: A 3D Neural Additive Model for Interpretable Shape Representation Yining Jiao C. Zdanski Julia Kimbell Andrew Prince Cameron P Worden ... Christopher Rutter Benjamin Shields William Dunn Jisan Mahmud Marc Niethammer 34 3 0 16 Mar 2023
Simple Disentanglement of Style and Content in Visual Representations Lilian Ngweta Subha Maity Alex Gittens Yuekai Sun Mikhail Yurochkin CoGe DRL 19 7 0 20 Feb 2023
Disentangled Representation Learning Xin Eric Wang Hong Chen Siao Tang Zihao Wu Wenwu Zhu DRL 22 77 0 21 Nov 2022
StyLEx: Explaining Style Using Human Lexical Annotations Shirley Anugrah Hayati Kyumin Park Dheeraj Rajagopal Lyle Ungar Dongyeop Kang 20 3 0 14 Oct 2022
Controllable Data Generation by Deep Learning: A Review Shiyu Wang Yuanqi Du Xiaojie Guo Bo Pan Zhaohui Qin Liang Zhao 29 28 0 19 Jul 2022
Fuse It More Deeply! A Variational Transformer with Layer-Wise Latent Variable Inference for Text Generation Jinyi Hu Xiaoyuan Yi Wenhao Li Maosong Sun Xing Xie 16 21 0 13 Jul 2022
Towards Unsupervised Content Disentanglement in Sentence Representations via Syntactic Roles G. Felhi Joseph Le Roux Djamé Seddah DRL 16 5 0 22 Jun 2022
Why is constrained neural language generation particularly challenging? Cristina Garbacea Qiaozhu Mei 56 14 0 11 Jun 2022
Learning from Bootstrapping and Stepwise Reinforcement Reward: A Semi-Supervised Framework for Text Style Transfer Zhengyuan Liu Nancy F. Chen 16 1 0 19 May 2022
Unsupervised Structure-Texture Separation Network for Oracle Character Recognition Mei Wang Weihong Deng Chenguang Liu 49 25 0 13 May 2022
Variational Autoencoder with Disentanglement Priors for Low-Resource Task-Specific Natural Language Generation Zhuang Li Lizhen Qu Qiongkai Xu Tongtong Wu Tianyang Zhan Gholamreza Haffari CoGe UD DRL 32 4 0 27 Feb 2022
VAE based Text Style Transfer with Pivot Words Enhancement Learning Haoran Xu Sixing Lu Zhongkai Sun Chengyuan Ma Chenlei Guo 21 10 0 06 Dec 2021
Mind the Style of Text! Adversarial and Backdoor Attacks Based on Text Style Transfer Fanchao Qi Yangyi Chen Xurui Zhang Mukai Li Zhiyuan Liu Maosong Sun AAML SILM 77 175 0 14 Oct 2021
Self-Supervised Knowledge Assimilation for Expert-Layman Text Style Transfer Wenda Xu Michael Stephen Saxon Misha Sra W. Wang MedIm 11 13 0 06 Oct 2021
Text Detoxification using Large Pre-trained Neural Models David Dale Anton Voronov Daryna Dementieva V. Logacheva Olga Kozlova Nikita Semenov Alexander Panchenko 39 71 0 18 Sep 2021
Thank you BART! Rewarding Pre-Trained Models Improves Formality Style Transfer Huiyuan Lai Antonio Toral Malvina Nissim 27 56 0 14 May 2021
MuseMorphose: Full-Song and Fine-Grained Piano Music Style Transfer with One Transformer VAE Shih-Lun Wu Yi-Hsuan Yang ViT 17 53 0 10 May 2021
A Novel Estimator of Mutual Information for Learning to Disentangle Textual Representations Pierre Colombo Chloé Clavel Pablo Piantanida AAML DRL 26 49 0 06 May 2021
FUDGE: Controlled Text Generation With Future Discriminators Kevin Kaichuang Yang Dan Klein 8 313 0 12 Apr 2021
PowerTransformer: Unsupervised Controllable Revision for Biased Language Correction Xinyao Ma Maarten Sap Hannah Rashkin Yejin Choi 27 73 0 26 Oct 2020
Text Style Transfer: A Review and Experimental Evaluation Zhiqiang Hu Roy Ka-Wei Lee Charu C. Aggarwal Aston Zhang AI4TS 42 26 0 24 Oct 2020
Controlling the Interaction Between Generation and Inference in Semi-Supervised Variational Autoencoders Using Importance Weighting G. Felhi Joseph Leroux Djamé Seddah BDL 16 1 0 13 Oct 2020
Beneath the Tip of the Iceberg: Current Challenges and New Directions in Sentiment Analysis Research Soujanya Poria Devamanyu Hazarika Navonil Majumder Rada Mihalcea 37 207 0 01 May 2020
A Deeper Look at the Unsupervised Learning of Disentangled Representations in $β$ -VAE from the Perspective of Core Object Recognition Harshvardhan Digvijay Sikka OCL OOD BDL DRL 11 1 0 25 Apr 2020
Synthetic Data for Deep Learning Sergey I. Nikolenko 36 348 0 25 Sep 2019
Semi-supervised Text Style Transfer: Cross Projection in Latent Space Mingyue Shang Piji Li Zhenxin Fu Lidong Bing Dongyan Zhao Shuming Shi Rui Yan 17 46 0 25 Sep 2019
Style Transformer: Unpaired Text Style Transfer without Disentangled Latent Representation Ning Dai Jianze Liang Xipeng Qiu Xuanjing Huang DRL 8 202 0 14 May 2019
A Multi-Task Approach for Disentangling Syntax and Semantics in Sentence Representations Mingda Chen Qingming Tang Sam Wiseman Kevin Gimpel DRL 23 76 0 02 Apr 2019
Word Translation Without Parallel Data Alexis Conneau Guillaume Lample MarcÁurelio Ranzato Ludovic Denoyer Hervé Jégou 167 1,635 0 11 Oct 2017
Convolutional Neural Networks for Sentence Classification Yoon Kim AILaw VLM 250 13,360 0 25 Aug 2014