code: def _clean_tag(t):
      
      # TODO: when score present, include info.
      t = _scored_patt.sub(string=t, repl='')
      if t == '_country_' or t.startswith('_country:'):
          t = 'nnp_country'
      elif t == 'vpb':
          t = 'vb'  # "carjack" is listed with vpb tag.
      elif t == 'nnd':
          t = 'nns'  # "abbes" is listed with nnd tag.
      elif t == 'nns_root:':
          t = 'nns'  # 'micros' is listed as nns_root.
      elif t == 'root:zygote':
          t = 'nn'  # 'root:zygote' for zygote. :-/
      elif t.startswith('root:'):
          t = 'uh'  # Don't know why, but these are all UH tokens.
      elif t in ('abbr_united_states_marine_corps', 'abbr_orange_juice'):
          t = "abbreviation"
      elif t == '+abbreviation':
          t = 'abbreviation'
      elif t.startswith('fw_misspelling:'):
          t = 'fw'
      return t
docs: Fix up some garbage errors.