A layout-aware, alignment-first framework decomposes two PDF versions into typed elements, aligns them, and reports detection, localization, and structure-aware changes, outperforming element-specific baselines on a private production dataset.
Title resolution pending
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.CL 1years
2026 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
Heterogeneous Element-Aware Cross-Version Differencing of Scientific Documents via Layout-Aware Alignment and Structure-Aware Reasoning
A layout-aware, alignment-first framework decomposes two PDF versions into typed elements, aligns them, and reports detection, localization, and structure-aware changes, outperforming element-specific baselines on a private production dataset.