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Gregory M. Dickinson

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#machine learning Preprint Jul 2026

Stop Removing Stopwords: How an Inherited Preprocessing Default Distorts Legal Text-as-Data

An exhaustive single-word ablation is introduced that measures a preprocessing step's effect directly against the downstream objective, and applies it to stopword removal, and the result is a caution specific to interpretable legal text-as-data.

Gregory M. Dickinson · 0 citations