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Accelerating COVID-19 research with graph mining and transformer-based learning



Ilya Tyagin , Ankit Kulshrestha , Justin Sybrandt , Krish Matta , Michael Shtutman , Ilya Safro


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Accelerating Text Mining Using Domain-Specific Stop Word Lists



Farah Alshanik , Amy Apon , Alexander Herzog , Ilya Safro , Justin Sybrandt


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Unsupervised Hierarchical Graph Representation Learning by Mutual Information Maximization



Fei Ding , Xiaohong Zhang , Justin Sybrandt , Ilya Safro

* 15 pages 

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CBAG: Conditional Biomedical Abstract Generation



Justin Sybrandt , Ilya Safro


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AGATHA: Automatic Graph-mining And Transformer based Hypothesis generation Approach



Justin Sybrandt , Ilya Tyagin , Michael Shtutman , Ilya Safro


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Hypergraph Partitioning With Embeddings



Justin Sybrandt , Ruslan Shaydulin , Ilya Safro


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FOBE and HOBE: First- and High-Order Bipartite Embeddings



Justin Sybrandt , Ilya Safro


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Large-Scale Validation of Hypothesis Generation Systems via Candidate Ranking



Justin Sybrandt , Micheal Shtutman , Ilya Safro


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