Source code for nltk.corpus.reader.sinica_treebank

# Natural Language Toolkit: Sinica Treebank Reader
#
# Copyright (C) 2001-2017 NLTK Project
# Author: Steven Bird <stevenbird1@gmail.com>
# URL: <http://nltk.org/>
# For license information, see LICENSE.TXT

"""
Sinica Treebank Corpus Sample

http://rocling.iis.sinica.edu.tw/CKIP/engversion/treebank.htm

10,000 parsed sentences, drawn from the Academia Sinica Balanced
Corpus of Modern Chinese.  Parse tree notation is based on
Information-based Case Grammar.  Tagset documentation is available
at http://www.sinica.edu.tw/SinicaCorpus/modern_e_wordtype.html

Language and Knowledge Processing Group, Institute of Information
Science, Academia Sinica

It is distributed with the Natural Language Toolkit under the terms of
the Creative Commons Attribution-NonCommercial-ShareAlike License
[http://creativecommons.org/licenses/by-nc-sa/2.5/].

References:

Feng-Yi Chen, Pi-Fang Tsai, Keh-Jiann Chen, and Chu-Ren Huang (1999)
The Construction of Sinica Treebank. Computational Linguistics and
Chinese Language Processing, 4, pp 87-104.

Huang Chu-Ren, Keh-Jiann Chen, Feng-Yi Chen, Keh-Jiann Chen, Zhao-Ming
Gao, and Kuang-Yu Chen. 2000. Sinica Treebank: Design Criteria,
Annotation Guidelines, and On-line Interface. Proceedings of 2nd
Chinese Language Processing Workshop, Association for Computational
Linguistics.

Chen Keh-Jiann and Yu-Ming Hsieh (2004) Chinese Treebanks and Grammar
Extraction, Proceedings of IJCNLP-04, pp560-565.
"""

import os
import re

from nltk.tree import sinica_parse
from nltk.tag import map_tag

from nltk.corpus.reader.util import *
from nltk.corpus.reader.api import *

IDENTIFIER = re.compile(r'^#\S+\s')
APPENDIX = re.compile(r'(?<=\))#.*$')
TAGWORD = re.compile(r':([^:()|]+):([^:()|]+)')
WORD = re.compile(r':[^:()|]+:([^:()|]+)')

[docs]class SinicaTreebankCorpusReader(SyntaxCorpusReader): """ Reader for the sinica treebank. """ def _read_block(self, stream): sent = stream.readline() sent = IDENTIFIER.sub('', sent) sent = APPENDIX.sub('', sent) return [sent] def _parse(self, sent): return sinica_parse(sent) def _tag(self, sent, tagset=None): tagged_sent = [(w,t) for (t,w) in TAGWORD.findall(sent)] if tagset and tagset != self._tagset: tagged_sent = [(w, map_tag(self._tagset, tagset, t)) for (w,t) in tagged_sent] return tagged_sent def _word(self, sent): return WORD.findall(sent)