We introduce Texygen, a benchmarking platform to support research on open-domain text generation models. Texygen has not only implemented a majority of text generation models, but also covered a set of metrics that evaluate the diversity, the quality and the consistency of the generated texts. The Texygen platform could help standardize the research on text generation and facilitate the sharing of fine-tuned open-source implementations among researchers for their work. As a consequence, this would help in improving the reproductivity and reliability of future research work in text generation.

翻译：我们引入了Texygen(Texygen),这是一个基准平台,用以支持对开放域文本生成模型的研究。 Texygen不仅实施了大多数文本生成模型,而且还覆盖了一套评估生成文本的多样性、质量和一致性的衡量标准。 Texygen平台可以帮助将生成文本的研究标准化,并促进研究人员之间分享经微调的公开源码实施方法,从而帮助提高未来生成文本的研究工作的再生产力和可靠性。