Abstract We evaluate recent Large Language Models (LLMs) on the challenging task of
summarizing short stories, which can be lengthy, and include nuanced subtext or scrambled …

While long-context large language models (LLMs) can technically summarize book-length
documents (> 100K tokens), the length and complexity of the documents have so far …

Despite substantial progress of large language models (LLMs) for automatic poetry
generation, the generated poetry lacks diversity while the training process differs greatly …

Automatic summarization has consistently attracted attention, due to its versatility and wide
application in various downstream tasks. Despite its popularity, we find that annotation …

The task of text-to-image generation has encountered significant challenges when applied
to literary works, especially poetry. Poems are a distinct form of literature, with meanings that …

The engagement with poetry is a personalized journey that transcends standardized
methodologies. Key to this process is complete immersion in the poetic experience …

The formation and circulation of ideas in philosophy have profound implications for
pedagogical and scholarly practices. However, traditional analyses often depend on manual …