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multimodel-poetry-generation

this is a multi-model Chinese poetry generation paper list. I will report some important papers, and I think these papers will help research for poetry generation task. It also contains related datasets and codebase.

Datasets(Chinese)

Paper List

  • i, Poet: Automatic Poetry Composition through Recurrent Neural Networks with Iterative Polishing Schema, IJCAI-2016, [paper], [sides]
  • Chinese Poetry Generation with Planning based Neural Network. COLING 2016, [paper], [code]
  • Generating Topical Poetry. EMNLP-2016, [paper], [sides],
  • Hafez: an Interactive Poetry Generation System, ACL17-DEMO paper, [paper] ,[code]
  • Flexible and Creative Chinese Poetry Generation Using Neural Memory, ACL2017, [paper]
  • Generating Thematic Chinese Poetry using Conditional Variational Autoencoders with Hybrid Decoders, IJCAI-18, [paper]
  • How Images Inspire Poems: Generating Classical Chinese Poetry from Images with Memory Networks, AAAI-18, [paper],
  • Image Inspired Poetry Generation in XiaoIce, ARXIV, [paper]
  • Stylistic Chinese Poetry Generation via Unsupervised Style Disentanglement, EMNLP-2018, [paper]
  • InfoGAN: Interpretable Representation Learning by Information Maximizing Generative Adversarial Nets, ICLR2017, [paper], [slides]
  • Beyond Narrative Description: Generating Poetry from Images by Multi-Adversarial Training, ACM Multimedia 2018, [paper], [code]
  • Topic-to-Essay Generation with Neural Networks, [paper], [code]

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this is a multi-modal chinese poetry generation paper list

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