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Research

How to teach a model one person's judgment, and how to tell when it has learned it. Notes, papers and open questions from the Pooshkin lab.

Featured paper · [DATE]

Does it still sound like her? Measuring authorial voice in fine-tuned models

Fluency is easy to score; resemblance to one writer is not. We describe a blind evaluation where authors pick their own model's output against generic baselines. [ABSTRACT TO CONFIRM]

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Notes and papers

[DATE] · Note What a writer's corrections teach a model that their drafts cannot Calibration · 8 min [DATE] · Paper Small corpora, strong voices: training on fewer than a million words Training · 22 min [DATE] · Note Translation as style: keeping the source language audible Translation · 12 min [DATE] · Policy Attribution and payment when a model writes in your name Ownership · 10 min