For example, the well-known Ratnaparkhi (1999) parser used a part-of-speech (POS)-tagger and a finite-state noun phrase (NP) chunker as initial stages of a multi-stage Maximum Entropy parser.
pipeline systems make use of simpler models with more efficient inference to reduce the search space of the full model.