Skip to content

Author

Anna Korhonen

We have 2 of 7 papers

We haven’t gathered this author’s papers yet. Follow them and we’ll fetch their work.

Not the right person? Other researchers publish under this name.

#artificial intelligence Open access Oct 2026

Retrofitting language models to operate over bytes.

Recent advances in artificial intelligence (AI) have largely been driven by large language models, deep neural networks that operate over discrete units called tokens. To represent text, most large language models use words or word fragments as the tokens, known as subword tokenization1. Subword tokenization obscures f...

Benjamin Minixhofer, Tyler Murray, Tomasz Limisiewicz et al. · 1 citation
Jul 2026

Rethinking Clinical Relevance in Chest X-ray Machine Learning: How Evaluation References Define Performance

This work systematically investigates how evaluation-reference choices affect model performance and ranking in both pathology classification and image quality assessment (IQA), and shows that for supervised image classifiers, changing the label source leads to substantial differences not only in performance estimates b...

Panagiotis Fytas, Ian Selby, C. Karner et al. · 0 citations

We use cookies to run the site and, with your consent, for analytics and to show ads. See our Cookie Policy.