Unsupervised Text Style Transfer using Language Models as Discriminators

30 May 2018

Taylor Berg-Kirkpatrick

ArXiv PDF HTML

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

48 / 48 papers shown

Title
Quantifying Risk Propensities of Large Language Models: Ethical Focus and Bias Detection through Role-Play Yifan Zeng Liang Kairong Fangzhou Dong Peijia Zheng 53 0 0 26 Oct 2024
Gradient-Based Language Model Red Teaming Nevan Wichers Carson E. Denison Ahmad Beirami 19 25 0 30 Jan 2024
RADAR: Robust AI-Text Detection via Adversarial Learning Xiaomeng Hu Pin-Yu Chen Tsung-Yi Ho DeLMO 49 108 0 07 Jul 2023
A Call for Standardization and Validation of Text Style Transfer Evaluation Phil Ostheimer Mayank Nagda Marius Kloft Sophie Fellenz 44 14 0 01 Jun 2023
Preference-grounded Token-level Guidance for Language Model Fine-tuning Shentao Yang Shujian Zhang Congying Xia Yihao Feng Caiming Xiong Mi Zhou 29 23 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 44 149 0 24 May 2023
Generative Sentiment Transfer via Adaptive Masking Ying Xie Jie Xu Liqiang Qiao Yun Liu Feiren Huang Chaozhuo Li 24 0 0 23 Feb 2023
Audience-Centric Natural Language Generation via Style Infusion Samraj Moorjani A. Krishnan Hari Sundaram E. Maslowska Aravind Sankar 15 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 40 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 33 28 0 19 Jul 2022
A Causal Lens for Controllable Text Generation Zhiting Hu Erran L. Li 45 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 82 175 0 14 Oct 2021
Toward a `Standard Model' of Machine Learning Zhiting Hu Eric P. Xing 34 12 0 17 Aug 2021
Deep Extrapolation for Attribute-Enhanced Generation Alvin Chan Ali Madani Ben Krause Nikhil Naik 24 24 0 07 Jul 2021
The Threat of Offensive AI to Organizations Yisroel Mirsky Ambra Demontis J. Kotak Ram Shankar Deng Gelei Liu Yang Xinming Zhang Wenke Lee Yuval Elovici Battista Biggio 33 81 0 30 Jun 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 25 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 24 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 30 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
Writing Polishment with Simile: Task, Dataset and A Neural Approach Jiayi Zhang Zhi Cui Xiaoqiang Xia Yalong Guo Yanran Li Chen Wei Jianwei Cui 20 17 0 15 Dec 2020
Semi-Supervised Low-Resource Style Transfer of Indonesian Informal to Formal Language with Iterative Forward-Translation Haryo Akbarianto Wibowo Tatag Aziz Prawiro M. Ihsan Alham Fikri Aji Radityo Eko Prasojo Rahmad Mahendra Suci Fitriany 29 19 0 06 Nov 2020
Exploring Question-Specific Rewards for Generating Deep Questions Yuxi Xie Liangming Pan Dongzhe Wang Min-Yen Kan Yansong Feng 48 27 0 02 Nov 2020
PowerTransformer: Unsupervised Controllable Revision for Biased Language Correction Xinyao Ma Maarten Sap Hannah Rashkin Yejin Choi 38 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 33 20 0 22 Oct 2020
Reformulating Unsupervised Style Transfer as Paraphrase Generation Kalpesh Krishna John Wieting Mohit Iyyer 24 236 0 12 Oct 2020
Plug and Play Autoencoders for Conditional Text Generation Florian Mai Nikolaos Pappas Ivan Montero Noah A. Smith U. Washington 25 36 0 06 Oct 2020
Quantum State Tomography with Conditional Generative Adversarial Networks Shahnawaz Ahmed C. Muñoz Franco Nori A. F. Kockum GAN 3DPC 45 121 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 24 184 0 15 Jul 2020
Syntax-guided Controlled Generation of Paraphrases Ashutosh Kumar Kabir Ahuja Raghuram Vadapalli Partha P. Talukdar 10 93 0 18 May 2020
Semi-Supervised Dialogue Policy Learning via Stochastic Reward Estimation Xinting Huang Jianzhong Qi Yu Sun Rui Zhang OffRL 69 18 0 09 May 2020
Federated Generative Adversarial Learning Chenyou Fan Ping Liu GAN FedML 29 40 0 07 May 2020
Exploring Contextual Word-level Style Relevance for Unsupervised Style Transfer Chulun Zhou Liangyu Chen Jiachen Liu Xinyan Xiao Jinsong Su Sheng Guo Hua Wu 55 33 0 05 May 2020
TED: A Pretrained Unsupervised Summarization Model with Theme Modeling and Denoising Ziyi Yang Chenguang Zhu R. Gmyr Michael Zeng Xuedong Huang Eric Darve 20 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 33 109 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 36 38 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 26 0 0 06 Jun 2019
Massive Styles Transfer with Limited Labeled Data Hongyu Zang Xiaojun Wan 22 0 0 03 Jun 2019
Effective writing style imitation via combinatorial paraphrasing Tommi Gröndahl Nadarajah Asokan 15 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 36 48 0 29 May 2019
PoMo: Generating Entity-Specific Post-Modifiers in Context Jun Seok Kang IV RobertL.Logan Zewei Chu Yang Chen Dheeru Dua Kevin Gimpel Sameer Singh Niranjan Balasubramanian 26 11 0 05 Apr 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
Structured Content Preservation for Unsupervised Text Style Transfer Youzhi Tian Zhiting Hu Zhou Yu 24 44 0 15 Oct 2018
Texar: A Modularized, Versatile, and Extensible Toolkit for Text Generation Zhiting Hu Haoran Shi Bowen Tan Wentao Wang Zichao Yang ... Zhengzhong Liu Xiaodan Liang Wangrong Zhu Devendra Singh Sachan Eric P. Xing VLM 12 56 0 04 Sep 2018
Convolutional Neural Networks for Sentence Classification Yoon Kim AILaw VLM 255 13,368 0 25 Aug 2014