3 papers
cs.CL2026
Why LLMs Hallucinate on Structured Knowledge: A Mechanistic Analysis of Reasoning over Linearized Representations
Shanghao Li, Jinda Han, Yibo Wang +5
In many reasoning tasks, large language models (LLMs) rely on structured external knowledge, such as graphs and tables, which is typically linearized into sequential token represen…
cs.HC2025
I Prompt, it Generates, we Negotiate. Exploring Text-Image Intertextuality in Human-AI Co-Creation of Visual Narratives with VLMs
Mengyao Guo, Kexin Nie, Ze Gao +4
Creating meaningful visual narratives through human-AI collaboration requires understanding how text-image intertextuality emerges when textual intentions meet AI-generated visuals…
cs.HC2025
Human and Machine as Seen at the Co-Creation Age: A Co-Word Analysis in Human Machine Co-creation (2014-2024)
Mengyao Guo, Jinda Han, Ze Gao +2
This paper explores the evolving landscape of human-machine co-creation, focusing on its development in the context of the ACM Conference on Human Factors in Computing Systems (CHI…