Text Style Transfer

11 papers with code · Natural Language Processing
Subtask of Text Generation

Transfer Text from one Style to Another

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Greatest papers with code

Style Transfer from Non-Parallel Text by Cross-Alignment

NeurIPS 2017 shentianxiao/language-style-transfer

We demonstrate the effectiveness of this cross-alignment method on three tasks: sentiment modification, decipherment of word substitution ciphers, and recovery of word order.

MACHINE TRANSLATION STYLE TRANSFER TEXT STYLE TRANSFER

Style Transfer Through Back-Translation

ACL 2018 shrimai/Style-Transfer-Through-Back-Translation

We first learn a latent representation of the input sentence which is grounded in a language translation model in order to better preserve the meaning of the sentence while reducing stylistic properties.

STYLE TRANSFER TEXT STYLE TRANSFER

A Dual Reinforcement Learning Framework for Unsupervised Text Style Transfer

24 May 2019luofuli/DualLanST

Therefore, in this paper, we propose a dual reinforcement learning framework to directly transfer the style of the text via a one-step mapping model, without any separation of content and style.

TEXT STYLE TRANSFER

Style Transfer in Text: Exploration and Evaluation

18 Nov 2017fuzhenxin/text_style_transfer

Results show that the proposed content preservation metric is highly correlate to human judgments, and the proposed models are able to generate sentences with higher style transfer strength and similar content preservation score comparing to auto-encoder.

STYLE TRANSFER TEXT STYLE TRANSFER

Learning Sentiment Memories for Sentiment Modification without Parallel Data

EMNLP 2018 lancopku/SMAE

The task of sentiment modification requires reversing the sentiment of the input and preserving the sentiment-independent content.

TEXT STYLE TRANSFER

Revision in Continuous Space: Fine-Grained Control of Text Style Transfer

29 May 2019dayihengliu/Fine-Grained-Style-Transfer

Extensive experimental studies on three popular text style transfer tasks show that the proposed method significantly outperforms five state-of-the-art methods.

STYLE TRANSFER TEXT STYLE TRANSFER

Transforming Delete, Retrieve, Generate Approach for Controlled Text Style Transfer

25 Aug 2019agaralabs/transformer-drg-style-transfer

Text style transfer is the task of transferring the style of text having certain stylistic attributes, while preserving non-stylistic or content information.

STYLE TRANSFER TEXT STYLE TRANSFER

IMaT: Unsupervised Text Attribute Transfer via Iterative Matching and Translation

31 Jan 2019zhijing-jin/IMT

Text attribute transfer aims to automatically rewrite sentences such that they possess certain linguistic attributes, while simultaneously preserving their semantic content.

STYLE TRANSFER TEXT ATTRIBUTE TRANSFER TEXT STYLE TRANSFER