ReNew can greatly reduce the human effort for building a domain-specific sentiment lexicon with high quality.
in our evaluation on two real datasets, working with just 20 manually labeled reviews, ReNew generates a domainspecific sentiment lexicon that yields weighted average F-Measure gains of 3%.