static void Main() { // Path to the folder with classifies models var jarRoot = @"E:\SystemsTests\stanford\stanford-ner-2015-04-20"; var classifiersDirecrory = jarRoot + @"\classifiers"; // Loading 3 class classifier model var classifier = CRFClassifier.getClassifierNoExceptions( classifiersDirecrory + @"\english.all.3class.distsim.crf.ser.gz"); var text = System.IO.File.ReadAllText( @"C:\code\github\LingProductsTests\TestResults\strict\eng\2talk\testmodeleng_etalon.txt"); var parser = new HtmlCorpusParser(); var model = parser.Parse(text, 350); var input = model.ClearedText; var timer = Stopwatch.StartNew(); System.IO.File.WriteAllText("stanford.txt", classifier.classifyWithInlineXML(input)); timer.Stop(); Console.WriteLine("Elapsed {0} ms", timer.ElapsedMilliseconds); Console.ReadLine(); }