using System;
using System.Collections.Generic;
using System.Text;
using System.Text.RegularExpressions;
namespace BotSharp.NLP.Tokenize
{
public class Token
{
///
/// The original word text.
///
public string Text { get; set; }
///
/// The offset of word
///
public int Start { get; set; }
///
/// The simple part-of-speech tag.
/// Not widely used, Tag is more general.
///
public string Pos { get; set; }
///
/// The detailed part-of-speech tag.
/// https://www.ling.upenn.edu/courses/Fall_2003/ling001/penn_treebank_pos.html
///
public string Tag { get; set; }
///
/// The base form of the word.
///
public string Lemma { get; set; }
///
/// The word shape – capitalisation, punctuation, digits.
///
public string Shape { get; set; }
///
/// Is the token an alpha character?
///
public bool IsAlpha
{
get
{
return Regex.IsMatch(Text, @"^[a-zA-Z]+$");
}
}
///
/// Is the token part of a stop list, i.e. the most common words of the language?
///
public bool IsStop { get; set; }
public int End
{
get
{
return Start + Text.Length;
}
}
public override string ToString()
{
return $"{Text} {Start} {Pos}";
}
public double Vector { get; set; }
}
}