Presents resident narrative dataset, benchmarks 18 LLMs on life-history prompting, proposes curriculum-LoRA for low-cost personalization matching high-fidelity baselines, and integrates into closed-loop policy evaluation system.
Title resolution pending
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.CY 1years
2026 1verdicts
UNVERDICTED 1representative citing papers
citing papers explorer
-
Benchmarking LLMs for Community Governance Simulation with Life-history Narratives
Presents resident narrative dataset, benchmarks 18 LLMs on life-history prompting, proposes curriculum-LoRA for low-cost personalization matching high-fidelity baselines, and integrates into closed-loop policy evaluation system.