Anna Wegmann

Measuring language variation with NLP/ML methods.

I provide several resources that you might find useful if you already are interested in style (representations). And resources to convince you that you should be more interested in style representations.

Survey Paper: A Plea for More Style Representations (Preprint) — Our survey paper on style representations, covering definitions, models, datasets, and open challenges. I’ll present it at EMNNLP 2026 Hall H Session 10 Poster Session F 2026-10-27 09:00 10:30.

Companion Website: StyleSurvey — An interactive companion site with curated resources organized into papers, definitions, models/tools, and datasets related to style representations. This is far from exhaustive, help with pull requests or e-mails!

Code Repository: GitHub — The repository behind the companion website, containing code, quickstart guides, and all collected resources.

Style Benchmark: I’m also presenting https://arxiv.org/abs/2606.31741 at EMNLP 2026. G13-14 Session 5 Resources and Evaluation 3 2026-10-26 09:00.