Generation of Chinese classical poetry based on pre-trained model

TL;DR

This paper explores generating high-quality Chinese classical poetry using pre-trained models like BART, demonstrating that AI can produce poetry indistinguishable from human work and aiding modern poets' creativity.

Contribution

The study introduces FS2TEXT and RR2TEXT methods for style-specific poetry generation using pre-trained models, addressing relevance issues in AI poetry creation.

Findings

AI-generated poetry is indistinguishable from human poetry by experts

Proposed models successfully generate metrical and style-specific poetry

Over 600 poets participated in evaluating AI poetry quality

Abstract

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.