public NewsGroup(boolean stopword) {
		// read vocabulary
		voc = IOUtils.readFile(vocabularyPath);
		if (stopword) {
			List<String> stopwords = IOUtils.readFile(englishstop);
			englishStopPosition = find_stop_words_position(voc, stopwords);
		}
	}