Synonyms for Go After (same or very similar meaning)
WordNet sense 1 (go after with the intent to catch):
chase, dog, tag, tail, track, trail, give chase, chase afterWordNet sense 2 (go in search of or hunt for):
pursue, quest for, quest afterFrom the ODE community, based on WordNetadd/edit