SentenceDetectorME sentenceDetector = new SentenceDetectorME((SentenceModel)sentenceModel);
TokenizerME tokenizer = new TokenizerME((TokenizerModel)tokenModel);
POSTaggerME posTagger = new POSTaggerME((POSModel)posModel);
ChunkerME chunker = new ChunkerME((ChunkerModel)chunkModel);
Span[] sentSpans = sentenceDetector.sentPosDetect(intext);
for (Span sentSpan : sentSpans) {
String sentence = sentSpan.getCoveredText(intext).toString();
int start = sentSpan.getStart();
Span[] tokSpans = tokenizer.tokenizePos(sentence);
String[] tokens = new String[tokSpans.length];