Factors  As the body of published scientific work continues to grow, author coreference, the problem of clustering mentions of research paper authors into the real-world authors to which they refer, is becoming an increasingly important step for performing meaningful bibliometric analysis.
we observe consistent speed improvements as stochasticity is improved, with uniform sampling and confidence-based sampling performing competitively.