A Comparison of Architectures and Pretraining Methods for Contextualized Multilingual Word Embeddings. - Niels van der Heijden; Samira Abnar; Ekaterina Shutova (AAAI, 2020)

Multilingual and cross-lingual document classification: A meta-learning approach. - Niels van der Heijden; Helen Yannakoudakis; Pushkar Mishra; Ekaterina Shutova (EACL, 2021)

K-hop neighbourhood regularization for few-shot learning on graphs: A case study of text classification. - Niels van der Heijden; Ekaterina Shutova; Helen Yannakoudakis (EACL, 2023)

FewShotTextGCN: K-hop neighborhood regularization for few-shot learning on graphs. - Niels van der Heijden; Ekaterina Shutova; Helen Yannakoudakis (CoRR, 2023)

Green AI in Action: Strategic Model Selection for Ensembles in Production. - Nienke Nijkamp; June Sallou; Niels van der Heijden; Luís Cruz 002 (AIware, 2024)