Vitalii Zhelezniak

5 papers · 2019–2020 · 5 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (5) 🌉 Interdisciplinary Bridge 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (15) 🏆 Keyword Champion (3)

Conferences

ACL (1) EMNLP (1) ICLR (1) IJCNLP (1) NAACL (1)

Top co-authors

Aleksandar Savkov (5) April Shen (4) Nils Hammerla (4) Daniel Busbridge (2) Jack Flann (1) Nils Y. Hammerla (1) Francesco Moramarco (1)

Keywords

word embedding (4) semantic similarity (4) correlation coefficient (3) centered kernel alignment (2) kernel methods (2) correlation analysis (1) sentence embedding (1) continuous datum (1) semantic textual similarity (1) cosine similarity (1) reproducing kernel hilbert space (1) statistical estimation (1) pearson correlation (1) mutual information (1)

Papers

Estimating Mutual Information Between Dense Word Embeddings ACL 2020

Correlations between Word Vector Sets EMNLP 2019

Don't Settle for Average, Go for the Max: Fuzzy Sets and Max-Pooled Word Vectors ICLR 2019

Correlations between Word Vector Sets IJCNLP 2019

Correlation Coefficients and Semantic Textual Similarity NAACL 2019