Unpaired Sentiment-to-Sentiment Translation: A Cycled Reinforcement Learning Approach

14 May 2018

Xuancheng Ren

Houfeng Wang

Papers citing "Unpaired Sentiment-to-Sentiment Translation: A Cycled Reinforcement Learning Approach"

50 / 115 papers shown

Title
Hierarchical Multi-Label Generation with Probabilistic Level-Constraint Linqing Chen Weilei Wang Wentao Wu Hanmeng Zhong 37 0 0 30 Apr 2025
SETTP: Style Extraction and Tunable Inference via Dual-level Transferable Prompt Learning Chunzhen Jin Yongfeng Huang Yaqi Wang Peng Cao Osmar Zaiane VLM 36 1 0 22 Jul 2024
Text Style Transfer: An Introductory Overview Sourabrata Mukherjee Ondrej Dusek VLM 32 4 0 20 Jul 2024
LLM-based Rewriting of Inappropriate Argumentation using Reinforcement Learning from Machine Feedback Timon Ziegenbein Gabriella Skitalinskaya Alireza Bayat Makou Henning Wachsmuth LLMAG KELM 29 5 0 05 Jun 2024
Continuous Language Model Interpolation for Dynamic and Controllable Text Generation Sara Kangaslahti David Alvarez-Melis KELM 31 0 0 10 Apr 2024
LMStyle Benchmark: Evaluating Text Style Transfer for Chatbots Jianlin Chen 38 4 0 13 Mar 2024
Unsupervised Text Style Transfer via LLMs and Attention Masking with Multi-way Interactions Lei Pan Yunshi Lan Yang Li Weining Qian 35 7 0 21 Feb 2024
Analyzing Sentiment Polarity Reduction in News Presentation through Contextual Perturbation and Large Language Models Alapan Kuila Somnath Jena Sudeshna Sarkar P. Chakrabarti AAML 14 1 0 03 Feb 2024
STEER: Unified Style Transfer with Expert Reinforcement Skyler Hallinan Faeze Brahman Ximing Lu Jaehun Jung Sean Welleck Yejin Choi OffRL 13 14 0 13 Nov 2023
Translating away Translationese without Parallel Data Rricha Jalota Koel Dutta Chowdhury C. España-Bonet Josef van Genabith 25 6 0 28 Oct 2023
Diversify Question Generation with Retrieval-Augmented Style Transfer Qi Gou Zehua Xia Bowen Yu Haiyang Yu Fei Huang Yongbin Li Nguyen Cam-Tu RALM 32 12 0 23 Oct 2023
Reward Dropout Improves Control: Bi-objective Perspective on Reinforced LM Changhun Lee Chiehyeon Lim 28 0 0 06 Oct 2023
Specializing Small Language Models towards Complex Style Transfer via Latent Attribute Pre-Training Ruiqi Xu Y. Huang Xin Chen Lin Zhang 19 3 0 19 Sep 2023
Unsupervised Text Style Transfer with Deep Generative Models Zhongtao Jiang Yuanzhe Zhang Yiming Ju Kang-Jun Liu 27 0 0 31 Aug 2023
Tweet Sentiment Extraction using Viterbi Algorithm with Transfer Learning Zied Baklouti 13 0 0 11 Aug 2023
MSSRNet: Manipulating Sequential Style Representation for Unsupervised Text Style Transfer Yazheng Yang Zhou Zhao Qi Liu 19 2 0 12 Jun 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
Active Learning for Natural Language Generation Yotam Perlitz Ariel Gera Michal Shmueli-Scheuer D. Sheinwald Noam Slonim L. Ein-Dor 19 3 0 24 May 2023
Don't Take This Out of Context! On the Need for Contextual Models and Evaluations for Stylistic Rewriting Akhila Yerukola Xuhui Zhou Elizabeth Clark Maarten Sap 23 6 0 24 May 2023
"When Words Fail, Emojis Prevail": Generating Sarcastic Utterances with Emoji Using Valence Reversal and Semantic Incongruity Faria Binte Kader Nafisa Hossain Nujat Tasmia Binte Sogir Mohsinul Kabir H. Mahmud Md. Kamrul Hasan 10 1 0 06 May 2023
Controlled Text Generation with Natural Language Instructions Wangchunshu Zhou Yuchen Eleanor Jiang Ethan Gotlieb Wilcox Ryan Cotterell Mrinmaya Sachan 157 84 0 27 Apr 2023
Generative Sentiment Transfer via Adaptive Masking Ying Xie Jie Xu Liqiang Qiao Yun Liu Feiren Huang Chaozhuo Li 19 0 0 23 Feb 2023
Think Twice: A Human-like Two-stage Conversational Agent for Emotional Response Generation Yushan Qian Bo Wang Shangzhao Ma Bin Wu Shuo Zhang Dongming Zhao Kun Huang Yuexian Hou 25 12 0 12 Jan 2023
SimpleStyle: An Adaptable Style Transfer Approach Elron Bandel Yoav Katz Noam Slonim L. Ein-Dor 18 0 0 20 Dec 2022
StyleFlow: Disentangle Latent Representations via Normalizing Flow for Unsupervised Text Style Transfer Kangchen Zhu Zhiliang Tian Ruifeng Luo Xiaoguang Mao OOD 18 3 0 19 Dec 2022
T-STAR: Truthful Style Transfer using AMR Graph as Intermediate Representation Anubhav Jangra Preksha Nema A. Raghuveer 35 7 0 03 Dec 2022
On Text Style Transfer via Style Masked Language Models Sharan Narasimhan P. Shekar Suvodip Dey M. Desarkar 12 0 0 12 Oct 2022
StoryTrans: Non-Parallel Story Author-Style Transfer with Discourse Representations and Content Enhancing Xuekai Zhu Jian-Yu Guan Minlie Huang Juan Liu DiffM 22 6 0 29 Aug 2022
Proactively Reducing the Hate Intensity of Online Posts via Hate Speech Normalization Sarah Masud Manjot Bedi Mohammad Aflah Khan Md. Shad Akhtar Tanmoy Chakraborty 16 20 0 08 Jun 2022
Prompt-and-Rerank: A Method for Zero-Shot and Few-Shot Arbitrary Textual Style Transfer with Small Language Models Mirac Suzgun Luke Melas-Kyriazi Dan Jurafsky VLM 82 65 0 23 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
Russian Texts Detoxification with Levenshtein Editing I. Gusev 13 1 0 28 Apr 2022
Efficient Reinforcement Learning for Unsupervised Controlled Text Generation Bhargav Upadhyay A. Sudhakar Arjun Maheswaran OffRL 16 7 0 16 Apr 2022
Human Judgement as a Compass to Navigate Automatic Metrics for Formality Transfer Huiyuan Lai Jiali Mao Antonio Toral Malvina Nissim 20 13 0 15 Apr 2022
Text Revision by On-the-Fly Representation Optimization Jingjing Li Zichao Li Tao Ge Irwin King M. Lyu BDL 23 17 0 15 Apr 2022
On The Robustness of Offensive Language Classifiers Jonathan Rusert Zubair Shafiq P. Srinivasan AAML 11 11 0 21 Mar 2022
A Survey of Natural Language Generation Chenhe Dong Yinghui Li Haifan Gong M. Chen Junxin Li Ying Shen Min Yang 3DV 24 43 0 22 Dec 2021
From Theories on Styles to their Transfer in Text: Bridging the Gap with a Hierarchical Survey Enrica Troiano Aswathy Velutharambath Roman Klinger 41 9 0 29 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
Bag-of-Vectors Autoencoders for Unsupervised Conditional Text Generation Florian Mai James Henderson 13 2 0 13 Oct 2021
Parallel Refinements for Lexically Constrained Text Generation with BART Xingwei He 27 39 0 26 Sep 2021
Transductive Learning for Unsupervised Text Style Transfer Fei Xiao Liang Pang Yanyan Lan Yan Wang Huawei Shen Xueqi Cheng 54 29 0 16 Sep 2021
Stylistic Retrieval-based Dialogue System with Unparallel Training Data Hao Fu Yan Wang Ruihua Song Tianran Hu Jianyun Nie 22 0 0 12 Sep 2021
Generic resources are what you need: Style transfer tasks without task-specific parallel training data Huiyuan Lai Antonio Toral Malvina Nissim 27 15 0 09 Sep 2021
A Recipe For Arbitrary Text Style Transfer with Large Language Models Emily Reif Daphne Ippolito Ann Yuan Andy Coenen Chris Callison-Burch Jason W. Wei 224 117 0 08 Sep 2021
Enhancing Content Preservation in Text Style Transfer Using Reverse Attention and Conditional Layer Normalization Dongkyu Lee Zhiliang Tian Lanqing Xue N. Zhang DiffM 28 44 0 01 Aug 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
From Solving a Problem Boldly to Cutting the Gordian Knot: Idiomatic Text Generation Jianing Zhou Hongyu Gong Srihari Venkat Nanniyur S. Bhat 8 10 0 13 Apr 2021
XFORMAL: A Benchmark for Multilingual Formality Style Transfer Eleftheria Briakou Di Lu Ke Zhang Joel R. Tetreault 19 55 0 08 Apr 2021
Topical Language Generation using Transformers Rohola Zandie Mohammad H. Mahoor BDL 19 5 0 11 Mar 2021