Berlin Buzzwords 2025

Isabelle Mohr

Isabelle is a Machine Learning Engineer at Jina AI, where she develops and trains embedding models, working closely with her team to push the boundaries of what’s possible. Passionate about knowledge sharing, she regularly gives talks on machine learning and NLP, inspiring and connecting with others in the field.


Company/Organisation

Jina AI

Twitter

https://x.com/isabelle_mohr

LinkedIn

https://www.linkedin.com/in/isabelle-mohr-a8ba5516b/


Session

06-17
14:50
40min
Visual Literacy: Complex Document Retrieval with VLMs
Isabelle Mohr, Saba Sturua

Traditional document retrieval systems struggle with visually rich documents as they discard visual elements during text extraction. This talk shows how vision language models (VLMs) can address these limitations and presents a new benchmark for evaluating document retrieval systems across languages, domains, and document types.

Palais Atelier