(2016) used a list of 3,000 most common English words; Lee and Yeung (2018) used an ensemble of vocabulary lists of different complexity levels.
to the best of our knowledge, there is no previous study on manually building a large word-complexity lexi-con with human judgments that has shown substantial improvements on automatic simplification systems.