public static void Demonstrate(string text, POSMode partOfSpeechMode, NERMode namedEntityRecognitionMode, bool disableLogging = true)
{
if (disableLogging)
{
RedwoodConfiguration.current().clear().apply();
}
//Input
//Console.WriteLine("Input: {0}\n\n\n", text);
////Tokenization
//Console.WriteLine("Tokenization:");
//Tokenisation.TokenizeText(text);
//Console.WriteLine("\n\n\n");
////POS
//Console.WriteLine("Part Of Speech:");
//PartOfSpeech.Tag(text, partOfSpeechMode);
//Console.WriteLine("\n\n\n");
////NER
//Console.WriteLine("Named Entity Recognition:");
//var ner = new NER(namedEntityRecognitionMode);
//Console.WriteLine(ner.classifyToString(text));
//Console.WriteLine("\n\n\n");
////Parser
//Console.WriteLine("Parsed Text:");
//Parser.ParseString(text);
//Console.WriteLine("\n\n\n");
//Find co-reference
CorefAnnotator.FindCoreferenceResolution(text);
}
public NER(NERMode nerMode)
{
switch (nerMode)
{
case NERMode.FourClasses:
model = @"/english.conll.4class.distsim.crf.ser.gz";
break;
case NERMode.SevenClasses:
model = @"/english.muc.7class.distsim.crf.ser.gz";
break;
default:
model = @"/english.all.3class.distsim.crf.ser.gz";
break;
}
}
