<cite>Schulder et al. (2017)</cite> automatically bootstrap a lexicon which covers 980 verbal shifters at the lemma level, while Schulder et al. (2018) manually annotate word senses of verbs, creating a lexicon of 2131 shifter senses across 1220 verbs.