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Multiple Keyphrase Generation Model with Diversity

机译:具有多样性的多关键字短语生成模型

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Encoder-decoder models have achieved high performance in their application to keyphrase generation. However, keyphrases for a source text generated by these models are similar to each other because each keyphrase is independently generated. To improve the diversity, we propose a model that iteratively generates each keyphrase while considering the formerly generated keyphrase. The experimentally obtained results indicate that our model generates more diverse keyphrases with a performance that is superior or comparable to conventional models.
机译:编码器-解码器模型在其密钥短语生成应用中已经实现了高性能。但是,由这些模型生成的源文本的关键短语彼此相似,因为每个关键短语都是独立生成的。为了提高多样性,我们提出了一个模型,该模型迭代生成每个密钥短语,同时考虑先前生成的密钥短语。通过实验获得的结果表明,我们的模型生成了更多种类的关键词,其性能优于或可比传统模型。

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