Persona Prompting in Multimodal Urban Perception: Descriptive Convergence and Interpretive Variation

arXiv:2605.29064 · cs.CL, cs.CV, cs.HC, cs.MA · Submitted 2026-05-27 · Read on arXiv

cs.CL, cs.CV, cs.HC, cs.MA

Submitted: 2026-05-27

Updated: 2026-09-24

Comments: Accepted at EMNLP 26 - Pandora

Journal ref: EMNLP 2026 - Pandora

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Terminology

Grounding — 24× in this paper · explained in 3 episodes
Cosine Similarity — 18× in this paper · explained in 3 episodes
Persona Prompting — 11× in this paper · explained in 2 episodes
Ablation — 4× in this paper · explained in 1 episode
Consistency — 3× in this paper · explained in 3 episodes
Robustness — 3× in this paper · explained in 5 episodes
Diagonal Strength Index — 2× in this paper
Embeddings — 2× in this paper · explained in 2 episodes
Semantic Similarity — 2× in this paper · explained in 2 episodes
Abstraction — 1× in this paper · explained in 1 episode
Accuracy — 1× in this paper · explained in 1 episode
Adam — 1× in this paper · explained in 2 episodes
Alignment — 1× in this paper · explained in 1 episode
Benchmark — 1× in this paper · explained in 2 episodes
Generative AI — 1× in this paper · explained in 2 episodes
Interpretability — 1× in this paper · explained in 15 episodes
Jensen–Shannon Divergence (JSD) — 1× in this paper · explained in 2 episodes
Large Language Models (LLMs) — 1× in this paper · explained in 6 episodes

Sources

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