论文标题
基于预训练模型的中国古典诗歌产生
Generation of Chinese classical poetry based on pre-trained model
论文作者
论文摘要
为了测试人工智能是否可以像人类一样创造合格的古典诗歌,作者提出了一项基于预训练的模型的中国古典诗歌生成的研究。本文主要尝试使用BART和其他预培训模型,建议FS2Text和RR2Text生成度量诗歌文本,甚至是特定的诗歌文本,并解决了用户写作有意逐渐降低生成诗歌文本相关性的问题。 为了测试模型的结果,作者通过将其与Bart的诗歌模型作品结合起来,选择了古代诗人,开发了一系列AI诗歌图灵问题,由一群诗人和诗歌写作研究人员进行了审查。有600多名参与者,最终结果表明,高级诗歌爱好者无法区分AI活动和人类活动,这表明作者的工作方法与人类活动没有显着差异。作者研究的诗歌生成模型概括了无法与高级学者区分开的作品。 现代中国诗人的数量已达到500万。但是,许多现代中国诗人由于童年学习而缺乏语言能力和技能。但是,许多现代诗人没有创造性的灵感,作者的典范可以帮助他们。当他们选择单词和短语时,他们可以看一下这个模型,并且可以根据已经拥有的诗歌写作,并且可以写自己的诗。诗歌的重要性在于作者的思想和思想。 AI诗有多好都没关系。唯一重要的是让人们看到和启发他们。
In order to test whether artificial intelligence can create qualified classical poetry like humans, the author proposes a study of Chinese classical poetry generation based on a pre-trained model. This paper mainly tries to use BART and other pre training models, proposes FS2TEXT and RR2TEXT to generate metrical poetry text and even specific style poetry text, and solves the problem that the user's writing intention gradually reduces the relevance of the generated poetry text. In order to test the model's results, the authors selected ancient poets, by combining it with BART's poetic model work, developed a set of AI poetry Turing problems, it was reviewed by a group of poets and poetry writing researchers. There were more than 600 participants, and the final results showed that, high-level poetry lovers can't distinguish between AI activity and human activity, this indicates that the author's working methods are not significantly different from human activities. The model of poetry generation studied by the author generalizes works that cannot be distinguished from those of advanced scholars. The number of modern Chinese poets has reached 5 million. However, many modern Chinese poets lack language ability and skills as a result of their childhood learning. However, many modern poets have no creative inspiration, and the author's model can help them. They can look at this model when they choose words and phrases and they can write works based on the poems they already have, and they can write their own poems. The importance of poetry lies in the author's thoughts and reflections. It doesn't matter how good AI poetry is. The only thing that matters is for people to see and inspire them.