Style Transfer in Text: Exploration and Evaluation

18 November 2017

Zhenxin Fu

Xiaoye Tan

Nanyun Peng

Dongyan Zhao

Rui Yan

ArXiv PDF HTML

Papers citing "Style Transfer in Text: Exploration and Evaluation"

50 / 82 papers shown

Title
Fact-Preserved Personalized News Headline Generation Zhao Yang Junhong Lian Xiang Ao 89 1 0 21 Jan 2025
GhostWriter: Augmenting Collaborative Human-AI Writing Experiences Through Personalization and Agency Catherine Yeh Gonzalo A. Ramos Rachel Ng Andy Huntington Richard Banks LLMAG 49 20 0 13 Feb 2024
Neural Policy Style Transfer R. Fernandez-Fernandez J. Victores Jennifer J. Gago D. Estévez C. Balaguer 15 4 0 01 Feb 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
Text Attribute Control via Closed-Loop Disentanglement Lei Sha Thomas Lukasiewicz DRL 43 2 0 01 Dec 2023
TranSTYLer: Multimodal Behavioral Style Transfer for Facial and Body Gestures Generation Mireille Fares Catherine Pelachaud Nicolas Obin 42 1 0 08 Aug 2023
Evade ChatGPT Detectors via A Single Space Shuyang Cai Wanyun Cui DeLMO 38 15 0 05 Jul 2023
A Call for Standardization and Validation of Text Style Transfer Evaluation Phil Ostheimer M. 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
A Systematic Study of Knowledge Distillation for Natural Language Generation with Pseudo-Target Training Nitay Calderon Subhabrata Mukherjee Roi Reichart Amir Kantor 36 17 0 03 May 2023
Generative Sentiment Transfer via Adaptive Masking Ying Xie Jie Xu Liqiang Qiao Yun Liu Feiren Huang Chaozhuo Li 21 0 0 23 Feb 2023
Prompt-Based Editing for Text Style Transfer Guoqing Luo Yu Tong Han Lili Mou Mauajama Firdaus 34 23 0 27 Jan 2023
Learning a Formality-Aware Japanese Sentence Representation Henry Li Xinyuan Ray Lee Jerry Chen Kelly Marchisio CVBM AI4TS 21 0 0 17 Jan 2023
Sequentially Controlled Text Generation Alexander Spangher Xinyu Hua Yao Ming Nanyun Peng 26 7 0 05 Jan 2023
Synthesis and Evaluation of a Domain-specific Large Data Set for Dungeons & Dragons Akila Peiris Nisansa de Silva 27 5 0 18 Dec 2022
Controlling Styles in Neural Machine Translation with Activation Prompt Yifan Wang Zewei Sun Shanbo Cheng Weiguo Zheng Mingxuan Wang 35 10 0 17 Dec 2022
An Overview on Controllable Text Generation via Variational Auto-Encoders Haoqin Tu Yitong Li BDL 27 2 0 15 Nov 2022
Conciseness: An Overlooked Language Task Felix Stahlberg Aashish Kumar Chris Alberti Shankar Kumar 18 1 0 08 Nov 2022
AugCSE: Contrastive Sentence Embedding with Diverse Augmentations Zilu Tang Muhammed Yusuf Kocyigit Derry Wijaya 35 8 0 20 Oct 2022
Dance Style Transfer with Cross-modal Transformer Wenjie Yin Hang Yin Kim Baraka Danica Kragic Mårten Björkman 50 23 0 19 Aug 2022
Controllable Data Generation by Deep Learning: A Review Shiyu Wang Yuanqi Du Xiaojie Guo Bo Pan Zhaohui Qin Liang Zhao 31 28 0 19 Jul 2022
NewsEdits: A News Article Revision Dataset and a Document-Level Reasoning Challenge Alexander Spangher Xiang Ren Jonathan May Nanyun Peng KELM 30 22 0 14 Jun 2022
Why is constrained neural language generation particularly challenging? Cristina Garbacea Qiaozhu Mei 59 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 19 1 0 19 May 2022
Learning Disentangled Textual Representations via Statistical Measures of Similarity Pierre Colombo Guillaume Staerman Nathan Noiry Pablo Piantanida FaML DRL 38 22 0 07 May 2022
Text Revision by On-the-Fly Representation Optimization Jingjing Li Zichao Li Tao Ge Irwin King M. Lyu BDL 31 17 0 15 Apr 2022
Inducing Positive Perspectives with Text Reframing Caleb Ziems Minzhi Li Anthony Zhang Diyi Yang DiffM 31 36 0 06 Apr 2022
A Survey of Controllable Text Generation using Transformer-based Pre-trained Language Models Hanqing Zhang Haolin Song Shaoyu Li Ming Zhou Dawei Song 52 214 0 14 Jan 2022
A Survey of Natural Language Generation Chenhe Dong Hai-Tao Zheng Haifan Gong M. Chen Junxin Li Ying Shen Min Yang 3DV 27 43 0 22 Dec 2021
Improving Code-switching Language Modeling with Artificially Generated Texts using Cycle-consistent Adversarial Networks Chia-Yu Li Ngoc Thang Vu 17 12 0 12 Dec 2021
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
Syntax Customized Video Captioning by Imitating Exemplar Sentences Yitian Yuan Lin Ma Wenwu Zhu 22 6 0 02 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 82 175 0 14 Oct 2021
Enhance Long Text Understanding via Distilled Gist Detector from Abstractive Summarization Yong Liu Yazheng Yang 22 6 0 10 Oct 2021
A Review of Text Style Transfer using Deep Learning Martina Toshevska Sonja Gievska CLIP 48 43 0 30 Sep 2021
Parallel Refinements for Lexically Constrained Text Generation with BART Xingwei He 29 39 0 26 Sep 2021
Rethinking Crowd Sourcing for Semantic Similarity Shaul Solomon Adam Cohn Hernan Rosenblum Chezi Hershkovitz Ivan P. Yamshchikov 21 2 0 24 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
Paraphrase Generation as Unsupervised Machine Translation Xiaofei Sun Yufei Tian Yuxian Meng Nanyun Peng Fei Wu Jiwei Li Chun Fan LRM 22 5 0 07 Sep 2021
Improving Formality Style Transfer with Context-Aware Rule Injection Zonghai Yao Hong-ye Yu 18 16 0 01 Jun 2021
Thank you BART! Rewarding Pre-Trained Models Improves Formality Style Transfer Huiyuan Lai Antonio Toral Malvina Nissim 29 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 25 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 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
Continual Learning for Text Classification with Information Disentanglement Based Regularization Yufan Huang Yanzhe Zhang Jiaao Chen Xuezhi Wang Diyi Yang CLL 17 106 0 12 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
Attribute Alignment: Controlling Text Generation from Pre-trained Language Models Dian Yu Zhou Yu Kenji Sagae 18 37 0 20 Mar 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
Environment Transfer for Distributed Systems Chunheng Jiang Jae-wook Ahn N. Desai 28 1 0 06 Jan 2021
CTRLsum: Towards Generic Controllable Text Summarization Junxian He Wojciech Kry'sciñski Bryan McCann Nazneen Rajani Caiming Xiong 216 138 0 08 Dec 2020