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StructLens: A Structural Lens for Language Models via Maximum Spanning Trees

StructLens analyzes language-model representations via maximum spanning trees, revealing middle-layer local-span organization and progressive pretraining of token units.

Haruki Sakajo, Frederikus Hudi, Yusuke Sakai, Hidetaka Kamigaito and 1 more

Sydney Poster Session 3, Wed, Dec 9, 10:00 AM–1:00 PM, Hall 1-4 · Published 2026

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AI panel: 7 of 20 reviewers recommend it
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medium 3/10
strict 0/5