(2008) investigated the applicability of crowdsourcing to five semantic NLP tasks: word similarity, event annotation, word sense disambiguation, sentiment analysis and textual entailment; they concluded that crowdsourcing was well-suitable for these tasks.
crowdsourcing of paraphrase and textual entailment annotations came into focus of multiple recent studies.