static void Phase1()
{
List <Word> words2 = ParsingTools.GetListOfWords(ParsingTools.ProjectDirectory + "training_dataset.txt");
words2.AddRange(ParsingTools.GetListOfWords(ParsingTools.ProjectDirectory + "testing_dataset.txt"));
loadTests(words2);
// while (true)
// {
Console.WriteLine("Enter a seed word:");
string searchNext = Console.ReadLine();
Console.WriteLine("Enter how many words to generate:");
int genNum = Convert.ToInt32(Console.ReadLine());
Console.WriteLine();
for (int n = 0; n < genNum; n++)
{
WordAndPercentage answer = predictNextWord(searchNext);
searchNext = answer.word;
Console.Write(searchNext + " ");
}
}
public Word(string underscored_encoding)
{
string[] split = underscored_encoding.Split('_');
if (split.Length != 2)
{
throw new Exception("Expected exactly 1 underscore");
}
Content = split[0].ToLower();
PartOfSpeech = ParsingTools.GetWordType(split[1]);
}
static void Phase2()
{
List <Word> words2 = ParsingTools.GetListOfWords(ParsingTools.ProjectDirectory + "training_dataset.txt");
words2.AddRange(ParsingTools.GetListOfWords(ParsingTools.ProjectDirectory + "testing_dataset.txt"));
Console.WriteLine("Enter your sentence. Please separate every symbol with a space (that includes periods, exclamation marks, etc.)");
string sentenceWhole = Console.ReadLine();
List <string> sentence = sentenceWhole.Split(' ').ToList();
for (int n = sentence.Count - 1; n >= 0; n--)
{
sentence[n] = sentence[n].Trim();
if (sentence[n] == "")
{
sentence.RemoveAt(n);
}
else
{
sentence[n] = sentence[n].ToLower();
}
}
Console.WriteLine();
Console.Write("You entered: ");
Console.Write("[" + sentence[0] + "]");
for (int n = 1; n < sentence.Count; n++)
{
Console.Write(", " + "[" + sentence[n] + "]");
}
Console.WriteLine();
Console.WriteLine("Please wait...");
Dictionary <StateTransition, double> transitionModel = createTransitionModel(words2);
//printTransitionMatrix(transitionModel); Environment.Exit(0);
Dictionary <ObservationFromState, double> observationModel = createObservationModel(words2);
// loadTests(words2);
// Printing.printObservationMatrix(observationModel, myDictionary);
Dictionary <WordType, double> sentenceStarters = beginSentenceProb(words2);
// foreach (var s in sentenceStarters)
// {
// Console.WriteLine(s.Key.ToString() + ", " + s.Value.ToString());
// }
var res = Viterbi.DoViterbi(sentence, transitionModel, observationModel, sentenceStarters);
Console.Write("Our results: ");
Console.Write(res[1]);
for (int n = 2; n < res.Length; n++)
{
Console.Write(", " + res[n]);
}
Console.WriteLine();
}
