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M. M. Albayrakoğlu

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#machine learning Preprint Sep 2026

High-Level Text Preprocessing for Semantic Similarity Analysis of Discursive Texts: A Framework and Empirical Demonstration

High-level text preprocessing is introduced: a systematic, rule-based intervention applied before the standard preprocessing pipeline to isolate each document's actual claim from its discursive structure and introduces the semantic diffusion index (SDI), a per-document metric for assessing the semantic reorientation be...

M. M. Albayrakoğlu, M. N. Aydin · 0 citations

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