Unsupervised Text Style Transfer using Language Models as Discriminators

30 May 2018

Taylor Berg-Kirkpatrick

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Papers citing "Unsupervised Text Style Transfer using Language Models as Discriminators"

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Title
Quantifying Risk Propensities of Large Language Models: Ethical Focus and Bias Detection through Role-Play Yifan Zeng Liang Kairong Fangzhou Dong Peijia Zheng 48 0 0 26 Oct 2024
Gradient-Based Language Model Red Teaming Nevan Wichers Carson E. Denison Ahmad Beirami 14 25 0 30 Jan 2024
RADAR: Robust AI-Text Detection via Adversarial Learning Xiaomeng Hu Pin-Yu Chen Tsung-Yi Ho DeLMO 35 107 0 07 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
In-Context Impersonation Reveals Large Language Models' Strengths and Biases Leonard Salewski Stephan Alaniz Isabel Rio-Torto Eric Schulz Zeynep Akata 24 148 0 24 May 2023
Audience-Centric Natural Language Generation via Style Infusion Samraj Moorjani A. Krishnan Hari Sundaram E. Maslowska Aravind Sankar 13 4 0 24 Jan 2023
PINEAPPLE: Personifying INanimate Entities by Acquiring Parallel Personification data for Learning Enhanced generation Sedrick Scott Keh Kevin Lu Varun Gangal Steven Y. Feng Harsh Jhamtani Malihe Alikhani Eduard H. Hovy 32 2 0 16 Sep 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
A Causal Lens for Controllable Text Generation Zhiting Hu Erran L. Li 37 59 0 22 Jan 2022
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
Deep Extrapolation for Attribute-Enhanced Generation Alvin Chan Ali Madani Ben Krause Nikhil Naik 11 24 0 07 Jul 2021
Machine Translation into Low-resource Language Varieties Sachin Kumar Antonios Anastasopoulos S. Wintner Yulia Tsvetkov 11 29 0 12 Jun 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
SE-DAE: Style-Enhanced Denoising Auto-Encoder for Unsupervised Text Style Transfer Jicheng Li Yang Feng Jiao Ou DiffM 29 2 0 27 Apr 2021
Inference Time Style Control for Summarization Shuyang Cao Lu Wang AI4TS 22 15 0 05 Apr 2021
GTAE: Graph-Transformer based Auto-Encoders for Linguistic-Constrained Text Style Transfer Yukai Shi Sen Zhang Chenxing Zhou Xiaodan Liang Xiaojun Yang Liang Lin 28 8 0 01 Feb 2021
Neural Text Generation with Artificial Negative Examples Keisuke Shirai Kazuma Hashimoto Akiko Eriguchi Takashi Ninomiya Shinsuke Mori 13 7 0 28 Dec 2020
Exploring Question-Specific Rewards for Generating Deep Questions Yuxi Xie Liangming Pan Dongzhe Wang Min-Yen Kan Yansong Feng 46 27 0 02 Nov 2020
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
Multi-Style Transfer with Discriminative Feedback on Disjoint Corpus Navita Goyal Balaji Vasan Srinivasan Anandhavelu Natarajan Abhilasha Sancheti 28 20 0 22 Oct 2020
Reformulating Unsupervised Style Transfer as Paraphrase Generation Kalpesh Krishna John Wieting Mohit Iyyer 16 237 0 12 Oct 2020
Plug and Play Autoencoders for Conditional Text Generation Florian Mai Nikolaos Pappas Ivan Montero Noah A. Smith U. Washington 14 36 0 06 Oct 2020
Quantum State Tomography with Conditional Generative Adversarial Networks Shahnawaz Ahmed C. Muñoz Franco Nori A. F. Kockum GAN 3DPC 37 121 0 07 Aug 2020
A Survey on Computational Propaganda Detection Giovanni Da San Martino S. Cresci Alberto Barrón-Cedeño Seunghak Yu Roberto Di Pietro Preslav Nakov 11 184 0 15 Jul 2020
TED: A Pretrained Unsupervised Summarization Model with Theme Modeling and Denoising Ziyi Yang Chenguang Zhu R. Gmyr Michael Zeng Xuedong Huang Eric Darve 15 61 0 03 Jan 2020
"Mask and Infill" : Applying Masked Language Model to Sentiment Transfer Xing Wu Tao Zhang Liangjun Zang Jizhong Han Songlin Hu 33 108 0 21 Aug 2019
Universal Adversarial Audio Perturbations Sajjad Abdoli L. G. Hafemann Jérôme Rony Ismail Ben Ayed P. Cardinal Alessandro Lameiras Koerich AAML 25 51 0 08 Aug 2019
ER-AE: Differentially Private Text Generation for Authorship Anonymization Haohan Bo Steven H. H. Ding Benjamin C. M. Fung Farkhund Iqbal DeLMO 31 37 0 20 Jul 2019
From Caesar Cipher to Unsupervised Learning: A New Method for Classifier Parameter Estimation Yu Liu Li Deng Jianshu Chen C. Chen SSL 12 0 0 06 Jun 2019
Massive Styles Transfer with Limited Labeled Data Hongyu Zang Xiaojun Wan 17 0 0 03 Jun 2019
Effective writing style imitation via combinatorial paraphrasing Tommi Gröndahl Nadarajah Asokan 10 7 0 31 May 2019
Revision in Continuous Space: Unsupervised Text Style Transfer without Adversarial Learning Dayiheng Liu Jie Fu Yidan Zhang C. Pal Jiancheng Lv DRL 28 48 0 29 May 2019
Towards Multi-pose Guided Virtual Try-on Network Haoye Dong Xiaodan Liang Bochao Wang Hanjiang Lai Jia Zhu Jian Yin 3DH 17 202 0 28 Feb 2019
Convolutional Neural Networks for Sentence Classification Yoon Kim AILaw VLM 250 13,360 0 25 Aug 2014