The Copy Ceiling: An Input-Exposure Control for Ontology-Grounded Generation over Curated Corpora
Paper recorded by Signals 4 on 2026-09-21 in cs.CL. Abstract reproduced from arXiv; link to the original below.
Published 2026-09-21 on arXiv · recorded by Signals 4 on 2026-09-22
Category: cs.CL · 自然语言处理 · first seen 2026-09-22
Abstract
When a language model answers from a curated corpus via graph-based retrieval, a large grounding uplift does not establish reasoning over the retrieved structure: the context may already expose the gold answers. We propose exposure accounting, which classifies each gold item by whether the shown context exposes it and whether the answer recovers it. Its scalar reference is the copy ceiling, the re
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Cite this page: The Copy Ceiling: An Input-Exposure Control for Ontology-Grounded Generation over Curated Corpora: the #6 most recent of 212 cs.CL papers we have recorded (as of 2026-09-21). Source: Signals 4 (Signals API) — https://data.jiangzhang.ca/signals4/t/papers/the-copy-ceiling-an-input-exposure-control-for-ontology-grounded-generation-over.html
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