Understanding Task Design Trade-offs in Crowdsourced Paraphrase Collection

Youxuan Jiang, Jonathan K. Kummerfeld, Walter S. Lasecki

Linguistically diverse datasets are critical for training and evaluating robust machine learning systems, but data collection is a costly process that often requires experts. Crowd…