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 static void Tag(string text, POSMode posMode = POSMode.Left3Words)
{
//Loading POS Tagger
var tagger = new PartOfSpeech(posMode);
var taggedResult = tagger.TagSentences(text);
System.Console.WriteLine(taggedResult);
}
public PartOfSpeech(POSMode posMode)
{
_modelPath = _modelPath + GetPOSModel(posMode);
if (!System.IO.File.Exists(_modelPath))
{
throw new Exception($"Check path to the model file '{_modelPath}'");
}
_tagger = new MaxentTagger(_modelPath);
}
private static string GetPOSModel(POSMode posMode)
{
switch (posMode)
{
case POSMode.Bidirectional:
return(@"/english-bidirectional/english-bidirectional-distsim.tagger");
default:
return(@"/english-left3words/english-left3words-distsim.tagger");
}
}