Universal Aesthetics (Multimodal Focus)
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Introduction
Methods
Data
As for the convergence of language models, we need both plain texts and aesthetic texts. For simplicity, we reuse this text-image dataset, which is also used in Huh et al.'s paper[1].
Plain Text
Peoms
For poems, we use the Poems dataset from Kaggle, and categorize the poems into 135 types based on their form (haiku, sonnet, etc.).