# Natural Language Toolkit: POS Tag Simplification # # Copyright (C) 2001-2012 NLTK Project # Author: Steven Bird # URL: # For license information, see LICENSE.TXT # Brown Corpus # http://khnt.hit.uib.no/icame/manuals/brown/INDEX.HTM brown_mapping1 = { 'j': 'ADJ', 'p': 'PRO', 'm': 'MOD', 'q': 'DET', 'w': 'WH', 'r': 'ADV', 'i': 'P', 'u': 'UH', 'e': 'EX', 'o': 'NUM', 'b': 'V', 'h': 'V', 'f': 'FW', 'a': 'DET', 't': 'TO', 'cc': 'CNJ', 'cs': 'CNJ', 'cd': 'NUM', 'do': 'V', 'dt': 'DET', 'nn': 'N', 'nr': 'N', 'np': 'NP', 'nc': 'N' } brown_mapping2 = { 'vb': 'V', 'vbd': 'VD', 'vbg': 'VG', 'vbn': 'VN' } def simplify_brown_tag(tag): tag = tag.lower() if tag[0] in brown_mapping1: return brown_mapping1[tag[0]] elif tag[:2] in brown_mapping1: # still doesn't handle DOD tag correctly return brown_mapping1[tag[:2]] try: if '-' in tag: tag = tag.split('-')[0] return brown_mapping2[tag] except KeyError: return tag.upper() # Wall Street Journal tags (Penn Treebank) wsj_mapping = { '-lrb-': '(', '-rrb-': ')', '-lsb-': '(', '-rsb-': ')', '-lcb-': '(', '-rcb-': ')', '-none-': '', 'cc': 'CNJ', 'cd': 'NUM', 'dt': 'DET', 'ex': 'EX', 'fw': 'FW', # existential "there", foreign word 'in': 'P', 'jj': 'ADJ', 'jjr': 'ADJ', 'jjs': 'ADJ', 'ls': 'L', 'md': 'MOD', # list item marker 'nn': 'N', 'nnp': 'NP', 'nnps': 'NP', 'nns': 'N', 'pdt': 'DET', 'pos': '', 'prp': 'PRO', 'prp$': 'PRO', 'rb': 'ADV', 'rbr': 'ADV', 'rbs': 'ADV', 'rp': 'PRO', 'sym': 'S', 'to': 'TO', 'uh': 'UH', 'vb': 'V', 'vbd': 'VD', 'vbg': 'VG', 'vbn': 'VN', 'vbp': 'V', 'vbz': 'V', 'wdt': 'WH', 'wp': 'WH', 'wp$': 'WH', 'wrb': 'WH', 'bes': 'V', 'hvs': 'V', 'prp^vbp': 'PRO' # additions for NPS Chat corpus } def simplify_wsj_tag(tag): if tag and tag[0] == '^': tag = tag[1:] try: tag = wsj_mapping[tag.lower()] except KeyError: pass return tag.upper() indian_mapping = { 'nn': 'N', 'vm': 'MOD', 'jj': 'ADJ', 'nnp': 'NP', 'prp': 'PRO', 'prep': 'PRE', 'vaux': 'V', 'vfm': 'V', 'cc': 'CNJ', 'nnpc': 'NP', 'nnc': 'N', 'qc': 'QC', 'dem': 'DET', 'vrb': 'V', 'qfnum': 'NUM', 'rb': 'ADV', 'qf': 'DET', 'punc': '.', 'rp': 'PRT', 'psp': 'PSP', 'nst': 'N', 'nvb': 'N', 'vjj': 'V', 'neg': 'NEG', 'vnn': 'V', 'xc': 'XC', 'intf': 'INTF', 'nloc': 'N', 'jvb': 'ADJ', 'wq': 'WH', 'qw': 'WH', 'jj:?': 'ADJ', '"cc': 'CNJ', 'nnp,': 'NP', 'sym\xc0\xa7\xb7': 'SYM', 'symc': 'SYM'} def simplify_indian_tag(tag): if ':' in tag: tag = tag.split(':')[0] try: tag = indian_mapping[tag.lower()] except KeyError: pass return tag.upper() # Alpino tags alpino_mapping = { 'noun':'N', 'name': 'NP', 'vg': 'VG', 'punct':'.', 'verb':'V', 'pron': 'PRO', 'prep':'P' } def simplify_alpino_tag(tag): try: tag = alpino_mapping[tag] except KeyError: pass return tag.upper() # Default tag simplification def simplify_tag(tag): return tag[0].upper() if __name__ == "__main__": import doctest doctest.testmod(optionflags=doctest.NORMALIZE_WHITESPACE)