1 citations · 1 across the 5 of their papers we have counts for
3 papers · 1 filter
Translation as a Computationally Efficient Bridge: Feasibility of English BERT for Low-Resource Languages
Hielke Muizelaar, Giulia Rivetti, Marco Spruit +1
BERT models have revolutionised Natural Language Processing (NLP) through their ability to process unstructured text across diverse domains. However, developing high-quality BERT m…
OpenExtract: Automated Data Extraction for Systematic Reviews in Health
Jim Achterberg, Bram Van Dijk, Jing Meng +8
This study presents OpenExtract, an open-source pipeline for automated data extraction in large-scale systematic literature reviews. The pipeline queries large language models (LLM…
XGenBoost: Synthesizing Small and Large Tabular Datasets with XGBoost
Jim Achterberg, Marcel Haas, Bram van Dijk +1
Tree ensembles such as XGBoost are often preferred for discriminative tasks in mixed-type tabular data, due to their inductive biases, minimal hyperparameter tuning, and training e…