Persformer: A Transformer Architecture for Topological Machine Learning. - Raphael Reinauer; Matteo Caorsi; Nicolas Berkouk (CoRR, 2021)

The Topological BERT: Transforming Attention into Topology for Natural Language Processing. - Ilan Perez; Raphael Reinauer (CoRR, 2022)

giotto-deep: A Python Package for Topological Deep Learning. - Matteo Caorsi; Raphael Reinauer; Nicolas Berkouk (J. Open Source Softw., 2022)

Early Warning Signals of Social Instabilities in Twitter Data. - Vahid Shamsaddini; Henry Kirveslahti; Raphael Reinauer; Wallyson Lemes de Oliveira; Matteo Caorsi; Étienne Voutaz (CoRR, 2023)

Neural Machine Translation Models Can Learn to be Few-shot Learners. - Raphael Reinauer; Patrick Simianer; Kaden Uhlig; Johannes E. M. Mosig; Joern Wuebker (CoRR, 2023)

Cross-lingual Human-Preference Alignment for Neural Machine Translation with Direct Quality Optimization. - Kaden Uhlig; Joern Wuebker; Raphael Reinauer; John DeNero (CoRR, 2024)