Task Properties and Performance<cite> Bingel and Søgaard (2017)</cite> correlate meta-characteristics of task pairs and gains compared to hard parameter sharing across a large set of NLP task pairs. Similarly, we correlate various metacharacteristics with error reductions and α, β values.