Vitalii Zhelezniak

According to our database, Vitalii Zhelezniak authored at least 7 papers between 2018 and 2021.

Collaborative distances:

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

2021

Towards more patient friendly clinical notes through language models and ontologies.

Francesco Moramarco, Damir Juric, Aleksandar Savkov, Jack Flann, Maria Lehl, Tessa Grafen, Kristian Boda, Vitalii Zhelezniak, Sunir Gohil, Alex Papadopoulos-Korfiatis, Nils Hammerla

Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021

2020

Estimating Mutual Information Between Dense Word Embeddings.

Vitalii Zhelezniak, Aleksandar Savkov, Nils Hammerla

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

2019

Neural Language Priors.

Joseph Enguehard, Dan Busbridge, Vitalii Zhelezniak, Nils Y. Hammerla

CoRR, 2019

Correlation Coefficients and Semantic Textual Similarity.

Vitalii Zhelezniak, Aleksandar Savkov, April Shen, Nils Y. Hammerla

Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

Don't Settle for Average, Go for the Max: Fuzzy Sets and Max-Pooled Word Vectors.

Vitalii Zhelezniak, Aleksandar Savkov, April Shen, Francesco Moramarco, Jack Flann, Nils Y. Hammerla

Proceedings of the 7th International Conference on Learning Representations, 2019

Correlations between Word Vector Sets.

Vitalii Zhelezniak, April Shen, Daniel Busbridge, Aleksandar Savkov, Nils Hammerla

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

2018

Decoding Decoders: Finding Optimal Representation Spaces for Unsupervised Similarity Tasks.

Vitalii Zhelezniak, Dan Busbridge, April Shen, Samuel L. Smith, Nils Y. Hammerla

Proceedings of the 6th International Conference on Learning Representations, 2018