ProxAnn: Use-Oriented Evaluations of Topic Models and Document Clustering

Alexander Hoyle, Lorena Calvo-Bartolomé, Jordan Boyd-Graber +1

Topic model and document-clustering evaluations either use automated metrics that align poorly with human preferences or require expert labels that are intractable to scale. We des…