LaSEr-Edit: Localized Span-level Error Editing with Energy-based Localization
LaSEr-Edit is a method for correcting text by first locating specific error spans using an energy function approach and then editing those spans. It uses constraint-specific models to balance textual fluency with satisfying multiple rules simultaneously. This allows for precise, controllable revisions in both large language models and smaller systems.