Papers Text Attribute Transfer
“Text Attribute Transfer” 태그가 달린 논문 7편 · 필터 해제
A Causal Lens for Controllable Text Generation
Controllable text generation concerns two fundamental tasks of wide applications, namely generating text of given attributes (i.e., attribute-conditional generation), and minimally editing existing text to possess desire…
AttributeCausal InferencecounterfactualText Attribute Transfer+1Deep Learning for Text Style Transfer: A Survey
Text style transfer is an important task in natural language generation, which aims to control certain attributes in the generated text, such as politeness, emotion, humor, and many others. It has a long history in the f…
ArticlesDeep LearningStyle TransferSurvey+3Rethinking Text Attribute Transfer: A Lexical Analysis
Text attribute transfer is modifying certain linguistic attributes (e.g. sentiment, style, authorship, etc.) of a sentence and transforming them from one type to another. In this paper, we aim to analyze and interpret wh…
AttributeGeneral ClassificationLexical AnalysisSentence+1Controllable Unsupervised Text Attribute Transfer via Editing Entangled Latent Representation
Unsupervised text attribute transfer automatically transforms a text to alter a specific attribute (e.g. sentiment) without using any parallel data, while simultaneously preserving its attribute-independent content. The …
AttributeText Attribute TransferIMaT: Unsupervised Text Attribute Transfer via Iterative Matching and Translation
Text attribute transfer aims to automatically rewrite sentences such that they possess certain linguistic attributes, while simultaneously preserving their semantic content. This task remains challenging due to a lack of…
AttributeStyle TransferText Attribute TransferText Style Transfer+1Delete, Retrieve, Generate: A Simple Approach to Sentiment and Style Transfer
We consider the task of text attribute transfer: transforming a sentence to alter a specific attribute (e.g., sentiment) while preserving its attribute-independent content (e.g., changing "screen is just the right size" …
AttributeImage CaptioningSentenceStyle Transfer+2Improved Neural Text Attribute Transfer with Non-parallel Data
Text attribute transfer using non-parallel data requires methods that can perform disentanglement of content and linguistic attributes. In this work, we propose multiple improvements over the existing approaches that ena…
AttributeDecoderDisentanglementText Attribute Transfer