coverage-framework

Tag

Cards List
#coverage-framework

Where Models Converge and Humans Diverge: A Coverage Framework for Distributional Pluralism in Open-Ended Generation

arXiv cs.CL ↗ · 2026-08-07 Cached

This paper proposes a human-grounded framework to measure distributional breadth (cultural reach) of LLM-generated content in open-ended tasks, introducing metrics LLM Coverage and In-Boundary Rate. Experiments show current LLMs produce plausible but narrow content concentrated near the center of human response space.

0 favorites 0 likes
← Back to home

Submit Feedback