Creative Data Generation: A Review Focusing on Text and Poetry

Understand

The rapid advancement in machine learning has led to a surge in automatic data generation, making it increasingly challenging to differentiate between naturally or human-generated data and machine-generated data.

• Despite these advancements, the generation of creative data remains a challenge.
• This paper aims to investigate and comprehend the essence of creativity, both in general and within the context of natural language generation.
• We review various approaches to creative writing devices and tasks, with a specific focus on the generation of poetry.