Decoding Decoders: Finding Optimal Representation Spaces for Unsupervised Similarity Tasks. - Vitalii Zhelezniak; Dan Busbridge; April Shen; Samuel L. Smith; Nils Y. Hammerla (ICLR (Workshop), 2018)

Correlations between Word Vector Sets. - Vitalii Zhelezniak; April Shen; Daniel Busbridge; Aleksandar Savkov; Nils Hammerla (EMNLP/IJCNLP (1), 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 (ICLR (Poster), 2019)

Correlation Coefficients and Semantic Textual Similarity. - Vitalii Zhelezniak; Aleksandar Savkov; April Shen; Nils Y. Hammerla (NAACL-HLT (1), 2019)

Neural Language Priors. - Joseph Enguehard; Dan Busbridge; Vitalii Zhelezniak; Nils Y. Hammerla (CoRR, 2019)

Estimating Mutual Information Between Dense Word Embeddings. - Vitalii Zhelezniak; Aleksandar Savkov; Nils Hammerla (ACL, 2020)

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 (AMIA, 2021)