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Vitalii Zhelezniak
Vitalii Zhelezniak
Senior Research Scientist, Babylon Health
Verified email at babylonhealth.com
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Don't Settle for Average, Go for the Max: Fuzzy Sets and Max-Pooled Word Vectors
V Zhelezniak, A Savkov, A Shen, F Moramarco, J Flann, NY Hammerla
Seventh International Conference on Learning Representations (ICLR), 2019
372019
Correlation coefficients and semantic textual similarity
V Zhelezniak, A Savkov, A Shen, NY Hammerla
Proceedings of the 2019 Conference of the North American Chapter of the …, 2019
312019
Decoding decoders: Finding optimal representation spaces for unsupervised similarity tasks
V Zhelezniak, D Busbridge, A Shen, SL Smith, NY Hammerla
Sixth International Conference on Learning Representations (ICLR), Workshop …, 2018
82018
Correlations between word vector sets
V Zhelezniak, A Shen, D Busbridge, A Savkov, N Hammerla
Proceedings of the 2019 Conference on Empirical Methods in Natural Language …, 2019
52019
Estimating mutual information between dense word embeddings
V Zhelezniak, A Savkov, N Hammerla
Proceedings of the 58th Annual Meeting of the Association for Computational …, 2020
32020
Device and method for natural language processing through statistical model comparison
F Vargas, K Brestnichki, DG Sherburn, V Zhelezniak, NY Hammerla
US Patent 10,482,183, 2019
32019
Neural language priors
J Enguehard, D Busbridge, V Zhelezniak, N Hammerla
arXiv preprint arXiv:1910.03492, 2019
32019
Computer implemented determination method
V Zhelezniak, DW Busbridge, AT Shen, SL Smith, N Hammerla
US Patent App. 16/113,670, 2019
32019
Device and method for natural language processing
V Zhelezniak, A Savkov, F Moramarco, J Flann, N Hammerla
US Patent 10,628,529, 2020
22020
Fine-tuning language models for supervised learning tasks via dataset preprocessing
AT Shen, V Zhelezniak, F Moramarco
US Patent App. 16/530,050, 2021
12021
Towards more patient friendly clinical notes through language models and ontologies
F Moramarco, D Juric, A Savkov, J Flann, M Lehl, K Boda, T Grafen, ...
AMIA Annual Symposium Proceedings 2021, 881, 2021
12021
Determining missing content in a database
V Zhelezniak, DW Busbridge, AT Shen, SL Smith, N Hammerla
US Patent App. 16/389,877, 2019
12019
Towards more patient friendly clinical notes through language models and ontologies Download PDF
F Moramarco, D JURIC, A Savkov, J Flann, V Zhelezniak, NY Hammerla
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