An iterative corpus-selection method using Doc2Vec diversity sampling and Word2Vec centroid convergence can predict electrocatalyst candidates from a few hundred abstracts nearly as well as from a 6,500-abstract corpus.
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Iterative Corpus Refinement for Materials Property Prediction Based on Scientific Texts
An iterative corpus-selection method using Doc2Vec diversity sampling and Word2Vec centroid convergence can predict electrocatalyst candidates from a few hundred abstracts nearly as well as from a 6,500-abstract corpus.