An early exception to this was (Collins, 1997) itself, where Model 2 used function tags during the training process for heuristics to identify arguments (e.g., the TMP tag on the NP in Figure 1 disqualifies the NP-TMP from being treated as an argument).
after this use, the tags are ignored, not included in the models, and absent from the parser output.