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Reference-Based Analysis of Coherence and Diversity in Open-Ended Text Generation

Paper recorded by Signals 4 on 2026-09-23 in cs.CL. Abstract reproduced from arXiv; link to the original below.

Published 2026-09-23 on arXiv · recorded by Signals 4 on 2026-09-24

Category: cs.CL · 自然语言处理 · first seen 2026-09-24

Abstract

Evaluating open-ended text generation involves understanding how different properties of a continuation relate to its perceived quality. We present a reference-based framework for examining coherence and diversity through three perspectives: aligning their evolution with human trajectories, comparing their summaries with a human continuation of the same prompt, and estimating their likelihood unde

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#12 most recent of 239 cs.CL papers we have recorded · ↑ newer: Can LLMs Catch a Rigged Backtest? A Clean-Control Calibration Benchmar · ↓ older: Flash-dLLM: IO-Aware KV Caching and Parallel Decoding for Fast, Memory
Cite this page: Reference-Based Analysis of Coherence and Diversity in Open-Ended Text Generation: the #12 most recent of 239 cs.CL papers we have recorded (as of 2026-09-23). Source: Signals 4 (Signals API) — https://data.jiangzhang.ca/signals4/t/papers/reference-based-analysis-of-coherence-and-diversity-in-open-ended-text-generatio.html
Free to quote with attribution to “Signals 4 (Signals API)”. Machine-readable: papers.json
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