Autonomous Haiku Generation

TL;DR

This paper explores using AI and deep learning to generate high-quality haikus, addressing the challenge of automating creative tasks like poetry composition.

Contribution

It introduces a novel AI-based method for generating poetry, specifically haikus, demonstrating the potential of deep learning in creative language tasks.

Findings

Generated haikus are comparable to human-created ones in quality

The model demonstrates understanding of poetic structure and themes

AI can assist in creative writing processes

Abstract

Artificial Intelligence is an excellent tool to improve efficiency and lower cost in many quantitative real world applications, but what if the task is not easily defined? What if the task is generating creativity? Poetry is a creative endeavor that is highly difficult to both grasp and achieve with any level of competence. As Rita Dove, a famous American poet and author states, "Poetry is language at its most distilled and most powerful." Taking Doves quote as an inspiration, our task was to generate high quality haikus using artificial intelligence and deep learning.