Giters

forrestbing / Style-Transfer-in-Text

Geek Repo:Geek Repo

Github PK Tool:Github PK Tool

A Paper List for Style Transfer in Text

This is a paper list for style transfer in text. I will report some important papers, and I think these papers will helps research for style transfer task. It also contains related papers of controlled text generation.

The base papers forked from https://github.com/fuzhenxin/Style-Transfer-in-Text

Paper List

Dataset

  • Dear Sir or Madam, May I introduce the YAFC Corpus: Corpus, Benchmarks and Metrics for Formality Style Transfer, NAACL-HLT 2018, [paper]

Parallel Data (Supervised)

  • Shakespearizing Modern Language Using Copy-Enriched Sequence to Sequence Models, EMNLP-2017 Workshop, [paper][code]

Non-parallel Data (Unsupervised)

  • Toward Controlled Generation of Text, ICML-2017, [paper], [official code], [unofficial code]
  • Style Transfer from Non-Parallel Text by Cross-Alignment, NIPS-2017, [paper], [code]
  • *** Style Transfer in Text: Exploration and Evaluation, AAAI-2018, [paper], [code]
  • Delete, Retrieve, Generate: A Simple Approach to Sentiment and Style Transfer, NAACL-2018, [paper], [code]
  • SHAPED: Shared-Private Encoder-Decoder for Text Style Adaptation, NAACL-2018, [paper]
  • Style Transfer Through Back-Translation, ACL-2018, [paper], [code]
  • **** Unpaired Sentiment-to-Sentiment Translation: A Cycled Reinforcement Learning Approach, ACL-2018, [paper], [code]
  • Fighting Offensive Language on Social Media with Unsupervised Text Style Transfer, ACL-2018, [paper]
  • Unsupervised Text Style Transfer using Language Models as Discriminators, NIPS, 2018, [paper]
  • *** Disentangled Representation Learning for Non-Parallel Text Style Transfer, Arxiv, [paper], [code]
  • **** Language Style Transfer from Sentences with Arbitrary Unknown Styles, Arxiv, [paper]
  • What is wrong with style transfer for texts? Arxiv, [paper]
  • *** Style Transfer as Unsupervised Machine Translation, Arxiv, [paper]
  • Learning Sentiment Memories for Sentiment Modification without Parallel Data, EMNLP-2018, [paper], [code]
  • Style Transfer Through Multilingual and Feedback-Based Back-Translation, Arxiv, 2018, [paper]
  • *** Adversarially Regularized Autoencoders, ICML-2018, [paper], [code]
  • ** Structured Content Preservation for Unsupervised Text Style Transfer，[paper]
  • *** Unsupervised Controllable Text Formalization, AAAI-2019, [paper]
  • ** Learning Criteria and Evaluation Metrics for Textual Transfer between Non-Parallel Corpora, Arxiv, 2018, [paper]
  • **** Multiple-Attribute Text Style Transfer（MULTIPLE-ATTRIBUTE TEXT REWRITING）, ICLR, 2019, [paper]， https://openreview.net/forum?id=H1g2NhC5KQ
  • *** Content preserving text generation with attribute controls, NIPS, 2018, [paper]
  • *** Adversarial Text Generation via Feature-Mover’s Distance. NIPS, 2018, [paper], [code]
  • ** Towards Text Generation with Adversarially Learned Neural Outlines, NIPS, 2018, [paper]

About