Style Transfer Through Back-Translation

24 April 2018

Papers citing "Style Transfer Through Back-Translation"

50 / 57 papers shown

Title
On the Impact of Noise in Differentially Private Text Rewriting Stephen Meisenbacher Maulik Chevli Florian Matthes 58 0 0 31 Jan 2025
Fact-Preserved Personalized News Headline Generation Zhao Yang Junhong Lian Xiang Ao 95 1 0 21 Jan 2025
Constraint Back-translation Improves Complex Instruction Following of Large Language Models Y. Qi Hao Peng Xinyu Wang Bin Xu Lei Hou Juanzi Li 61 1 0 31 Oct 2024
IDT: Dual-Task Adversarial Attacks for Privacy Protection Pedro Faustini Shakila Mahjabin Tonni Annabelle McIver Qiongkai Xu Mark Dras SILM AAML 52 0 0 28 Jun 2024
Balancing the Style-Content Trade-Off in Sentiment Transfer Using Polarity-Aware Denoising Sourabrata Mukherjee Zdeněk Kasner Ondrej Dusek DiffM 16 11 0 22 Dec 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
Learning Interpretable Style Embeddings via Prompting LLMs Ajay Patel D. Rao Ansh Kothary Kathleen McKeown Chris Callison-Burch 37 23 0 22 May 2023
Med-EASi: Finely Annotated Dataset and Models for Controllable Simplification of Medical Texts Chandrayee Basu Rosni Vasu Michihiro Yasunaga Qiang Yang 21 16 0 17 Feb 2023
LENS: A Learnable Evaluation Metric for Text Simplification Mounica Maddela Yao Dou David Heineman Wei-ping Xu 29 62 0 19 Dec 2022
Automatic Generation of Socratic Subquestions for Teaching Math Word Problems Kumar Shridhar Jakub Macina Mennatallah El-Assady Tanmay Sinha Manu Kapur Mrinmaya Sachan AIMat 30 45 0 23 Nov 2022
Conciseness: An Overlooked Language Task Felix Stahlberg Aashish Kumar Chris Alberti Shankar Kumar 18 1 0 08 Nov 2022
Tuning Language Models as Training Data Generators for Augmentation-Enhanced Few-Shot Learning Yu Meng Martin Michalski Jiaxin Huang Yu Zhang Tarek F. Abdelzaher Jiawei Han VLM 54 46 0 06 Nov 2022
External Knowledge Selection with Weighted Negative Sampling in Knowledge-grounded Task-oriented Dialogue Systems Janghoon Han Joongbo Shin Hosung Song Hyunjik Jo Gyeonghun Kim Yireun Kim Stanley Jungkyu Choi 18 4 0 06 Sep 2022
A Comprehensive Survey of Natural Language Generation Advances from the Perspective of Digital Deception Keenan I. Jones Enes ALTUNCU V. N. Franqueira Yi-Chia Wang Shujun Li DeLMO 36 3 0 11 Aug 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
Gradient-Based Constrained Sampling from Language Models Sachin Kumar Biswajit Paria Yulia Tsvetkov BDL 30 53 0 25 May 2022
Learning from Bootstrapping and Stepwise Reinforcement Reward: A Semi-Supervised Framework for Text Style Transfer Zhengyuan Liu Nancy F. Chen 19 1 0 19 May 2022
Inducing Positive Perspectives with Text Reframing Caleb Ziems Minzhi Li Anthony Zhang Diyi Yang DiffM 31 36 0 06 Apr 2022
Challenges and Strategies in Cross-Cultural NLP Daniel Hershcovich Stella Frank Heather Lent Miryam de Lhoneux Mostafa Abdou ... Ruixiang Cui Constanza Fierro Katerina Margatina Phillip Rust Anders Søgaard 43 163 0 18 Mar 2022
Topic Discovery via Latent Space Clustering of Pretrained Language Model Representations Yu Meng Yunyi Zhang Jiaxin Huang Yu Zhang Jiawei Han 56 56 0 09 Feb 2022
A Survey of Natural Language Generation Chenhe Dong Hai-Tao Zheng Haifan Gong Mengzhao Chen Junxin Li Ying Shen Min Yang 3DV 27 43 0 22 Dec 2021
Few-shot Controllable Style Transfer for Low-Resource Multilingual Settings Kalpesh Krishna Deepak Nathani Xavier Garcia Bidisha Samanta Partha P. Talukdar 40 24 0 14 Oct 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 82 175 0 14 Oct 2021
Self-Supervised Knowledge Assimilation for Expert-Layman Text Style Transfer Wenda Xu Michael Stephen Saxon Misha Sra Luu Anh Tuan MedIm 19 13 0 06 Oct 2021
A Review of Text Style Transfer using Deep Learning Martina Toshevska Sonja Gievska CLIP 48 43 0 30 Sep 2021
Preventing Author Profiling through Zero-Shot Multilingual Back-Translation David Ifeoluwa Adelani Miaoran Zhang Xiaoyu Shen A. Davody Thomas Kleinbauer Dietrich Klakow 23 4 0 19 Sep 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
Text as Causal Mediators: Research Design for Causal Estimates of Differential Treatment of Social Groups via Language Aspects Katherine A. Keith Douglas Rice Brendan O'Connor CML 24 3 0 15 Sep 2021
Controlled Text Generation as Continuous Optimization with Multiple Constraints Sachin Kumar Eric Malmi Aliaksei Severyn Yulia Tsvetkov BDL AI4CE 43 76 0 04 Aug 2021
Thank you BART! Rewarding Pre-Trained Models Improves Formality Style Transfer Huiyuan Lai Antonio Toral Malvina Nissim 29 56 0 14 May 2021
A Novel Estimator of Mutual Information for Learning to Disentangle Textual Representations Pierre Colombo Chloé Clavel Pablo Piantanida AAML DRL 26 50 0 06 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
StylePTB: A Compositional Benchmark for Fine-grained Controllable Text Style Transfer Yiwei Lyu Paul Pu Liang Hai Pham Eduard H. Hovy Barnabás Póczos Ruslan Salakhutdinov Louis-Philippe Morency 24 41 0 12 Apr 2021
Meta-Learning Dynamics Forecasting Using Task Inference Rui Wang Robin Walters Rose Yu OOD AI4TS AI4CE 27 31 0 20 Feb 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
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
Language Generation via Combinatorial Constraint Satisfaction: A Tree Search Enhanced Monte-Carlo Approach Maosen Zhang Nan Jiang Lei Li Yexiang Xue 27 4 0 24 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
Reformulating Unsupervised Style Transfer as Paraphrase Generation Kalpesh Krishna John Wieting Mohit Iyyer 24 237 0 12 Oct 2020
Tell Me How to Ask Again: Question Data Augmentation with Controllable Rewriting in Continuous Space Dayiheng Liu Yeyun Gong Jie Fu Yu Yan Jiusheng Chen Jiancheng Lv Nan Duan M. Zhou 15 37 0 04 Oct 2020
Unsupervised Text Generation by Learning from Search Jingjing Li Zichao Li Lili Mou Xin Jiang Michael R. Lyu Irwin King 27 55 0 09 Jul 2020
Semi-supervised Text Style Transfer: Cross Projection in Latent Space Mingyue Shang Piji Li Zhenxin Fu Lidong Bing Dongyan Zhao Shuming Shi Rui Yan 25 46 0 25 Sep 2019
"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
Style Transfer for Texts: Retrain, Report Errors, Compare with Rewrites Alexey Tikhonov Viacheslav Shibaev Aleksander Nagaev Aigul Nugmanova Ivan P. Yamshchikov 31 37 0 19 Aug 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
Style Transformer: Unpaired Text Style Transfer without Disentangled Latent Representation Ning Dai Jianze Liang Xipeng Qiu Xuanjing Huang DRL 10 202 0 14 May 2019
Towards Content Transfer through Grounded Text Generation Shrimai Prabhumoye Chris Quirk Michel Galley 28 21 0 13 May 2019