Large-scale analysis of 59,808 annotations shows persona prompting produces convergent captions but systematically varying justifications tied to socioeconomic and political attributes in multimodal LLM urban perception outputs.
Karnaze, and Mai ElSherief
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.CL 1years
2026 1verdicts
UNVERDICTED 1representative citing papers
citing papers explorer
-
Analyzing Persona Effects in Generated Explanations from Multimodal LLM Agents in Urban Perception
Large-scale analysis of 59,808 annotations shows persona prompting produces convergent captions but systematically varying justifications tied to socioeconomic and political attributes in multimodal LLM urban perception outputs.