/awesome_deep_language_style_transfer

collections of language style transfer papers

awesome_deep_language_style_transfer

A curated list of papers and resources of style variation and analysis for natural language

General Resource

  • From Shakespeare to Twitter: What are Language Styles all about?, Wei Xu, EMNLP 2017 Workshop on Stylistic Variation (slide)(report)

    List several pitfalls,valuable experiences and trending of language style variation

  • Style Analysis for Practical Semantic Interpretation of Text, Ani Nenkova, EMNLP 2017 Workshop on Stylistic Variation Workshop on Stylistic Variation(slide)

    List several method to extract language style feature, aspect of languague style research and several related work

Papers

  • Style Transfer in Text: Exploration and Evaluation (paper,AAAI 2018)
  • Low-Rank RNN Adaptation for Context-Aware Language Modeling (paper, Arxiv)
  • Improved Neural Text Attribute Transfer with Non-parallel Dat (paper, Arxiv)
  • Controlling Linguistic Style Aspects in Neural Language Generation, Jessica Ficler, Yoav Goldberg, EMNLP 2017 Workshop on Stylistic Variation (slides)(paper)
  • Shakespearizing Modern Language Using Copy-Enriched Sequence-to-Sequence Models, Jhamtani et al. EMNLP 2017 Workshop on Stylistic Variation (paper)(code)
  • Toward Controlled Generation of Text, Hu et al. ICML 2017, (slides)(paper)
  • Style Transfer from Non-Parallel Text by Cross-Alignment, Shen et al., NIPS 2017 (paper)
  • Others: Please refer to EMNLP 2017 Workshop on Stylistic Variation