Niels van der Heijden

According to our database, Niels van der Heijden authored at least 5 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Green AI in Action: Strategic Model Selection for Ensembles in Production.

Nienke Nijkamp, June Sallou, Niels van der Heijden, Luís Cruz

Proceedings of the 1st ACM International Conference on AI-Powered Software, 2024

2023

FewShotTextGCN: K-hop neighborhood regularization for few-shot learning on graphs.

Niels van der Heijden, Ekaterina Shutova, Helen Yannakoudakis

CoRR, 2023

K-hop neighbourhood regularization for few-shot learning on graphs: A case study of text classification.

Niels van der Heijden, Ekaterina Shutova, Helen Yannakoudakis

Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics, 2023

2021

Multilingual and cross-lingual document classification: A meta-learning approach.

Niels van der Heijden, Helen Yannakoudakis, Pushkar Mishra, Ekaterina Shutova

Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume, 2021

2020

A Comparison of Architectures and Pretraining Methods for Contextualized Multilingual Word Embeddings.

Niels van der Heijden, Samira Abnar, Ekaterina Shutova

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020