Niels van der Heijden

3 papers · 2020–2023 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (11) 🐣 Hot Topic Early Bird

Venues

EACL (2) AAAI (1)

Top co-authors

Ekaterina Shutova (3) Helen Yannakoudakis (2) Samira Abnar (1) Pushkar Mishra (1)

Research topics

Artificial Intelligence (3) Learning Paradigms (3) Machine Learning (2) Learning Types · Machine Learning (2) Deep Learning (1) Natural Language Processing (1) Core Methods (1) Learning Types · Deep Learning (1) Resources & Methods (1) Understanding (1)

Keywords

few-shot learning (1) transfer learning (1) text classification (1) named entity recognition (1) part-of-speech tagging (1) document classification (1) low-resource language (1) zero-shot transfer (1) cross-lingual adaptation (1) contextualized embedding (1) joint training (1) multilingual word embedding (1) graph neural network (1) word-document graph (1) neighbourhood regularization (1)

Papers

K-hop neighbourhood regularization for few-shot learning on graphs: A case study of text classification EACL 2023 Multilingual and cross-lingual document classification: A meta-learning approach EACL 2021 A Comparison of Architectures and Pretraining Methods for Contextualized Multilingual Word Embeddings AAAI 2020