no code implementations • 9 Apr 2024 • Katharina Hämmerl, Jindřich Libovický, Alexander Fraser
Cross-lingual alignment, the meaningful similarity of representations across languages in multilingual language models, has been an active field of research in recent years.
1 code implementation • 29 Jan 2024 • Felix Friedrich, Katharina Hämmerl, Patrick Schramowski, Jindrich Libovicky, Kristian Kersting, Alexander Fraser
Text-to-image generation models have recently achieved astonishing results in image quality, flexibility, and text alignment and are consequently employed in a fast-growing number of applications.
1 code implementation • 1 Jun 2023 • Katharina Hämmerl, Alina Fastowski, Jindřich Libovický, Alexander Fraser
We investigate outlier dimensions and their relationship to anisotropy in multiple pre-trained multilingual language models.
1 code implementation • 14 Nov 2022 • Katharina Hämmerl, Björn Deiseroth, Patrick Schramowski, Jindřich Libovický, Constantin A. Rothkopf, Alexander Fraser, Kristian Kersting
Do the models capture moral norms from English and impose them on other languages?
no code implementations • 18 Mar 2022 • Katharina Hämmerl, Björn Deiseroth, Patrick Schramowski, Jindřich Libovický, Alexander Fraser, Kristian Kersting
Massively multilingual sentence representations are trained on large corpora of uncurated data, with a very imbalanced proportion of languages included in the training.
1 code implementation • Findings (ACL) 2022 • Katharina Hämmerl, Jindřich Libovický, Alexander Fraser
We combine the strengths of static and contextual models to improve multilingual representations.