2 papers
cs.CL2026
From Personas to Plot: Character-Grounded Multi-Agent Story Generation for Long-Form Narratives
Aayush Aluru, Chloe Ho, Muhammad Hammouri +5
Although large language models (LLMs) have demonstrated impressive creative fiction generation, they struggle to maintain narrative consistency and coherent plot lines in long-form…
cs.LG2025
ASCIIBench: Evaluating Language-Model-Based Understanding of Visually-Oriented Text
Kerry Luo, Michael Fu, Joshua Peguero +6
Large language models (LLMs) have demonstrated several emergent behaviors with scale, including reasoning and fluency in long-form text generation. However, they continue to strugg…