/*
* BotSharp.NLP Library
* Copyright (C) 2018 Haiping Chen
*
* This program is free software: you can redistribute it and/or modify
* it under the terms of the GNU General Public License as published by
* the Free Software Foundation, either version 3 of the License, or
* (at your option) any later version.
*
* This program is distributed in the hope that it will be useful,
* but WITHOUT ANY WARRANTY; without even the implied warranty of
* MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
* GNU General Public License for more details.
*
* You should have received a copy of the GNU General Public License
* along with this program. If not, see .
*/
using System;
using System.Collections.Generic;
using System.Linq;
using System.Text;
using System.Text.RegularExpressions;
namespace BotSharp.NLP.Tokenize
{
///
/// Penn Treebank Tokenizer
/// The Treebank tokenizer uses regular expressions to tokenize text as in Penn Treebank.
/// This implementation is a port of the tokenizer sed script written by Robert McIntyre
/// and available at ftp://ftp.cis.upenn.edu/pub/treebank/public_html/tokenizer.sed,
/// or reference ftp://ftp.cis.upenn.edu/pub/treebank/public_html/tokenization.html.
///
public class TreebankTokenizer : TokenizerBase, ITokenizer
{
private List> STARTING_QUOTES = new List>();
private List> PUNCTUATION = new List>();
private List> PARENS_BRACKETS = new List>();
private List> CONVERT_PARENTHESES = new List>();
private List> ENDING_QUOTES = new List>();
private List> CONVENTIONS = new List>();
public TreebankTokenizer()
{
Init();
}
public List Tokenize(string sentence, TokenizationOptions options)
{
string text = sentence;
// starting quoting replace
STARTING_QUOTES.ForEach(x =>
{
text = Regex.Replace(text, x.Item1, x.Item2);
});
// replace PUNCTUATION
PUNCTUATION.ForEach(x =>
{
text = Regex.Replace(text, x.Item1, x.Item2);
});
// Handles parentheses.
PARENS_BRACKETS.ForEach(x =>
{
text = Regex.Replace(text, x.Item1, x.Item2);
});
// convert parentheses
if (options.ConvertParentheses)
{
CONVERT_PARENTHESES.ForEach(x =>
{
text = Regex.Replace(text, x.Item1, x.Item2);
});
}
// Handles repeated dash.
text = Regex.Replace(text, "(-{2,})", " $1 ").Trim();
// replace ending quotes
ENDING_QUOTES.ForEach(x =>
{
text = Regex.Replace(text, x.Item1, x.Item2);
});
// replace ending quotes
CONVENTIONS.ForEach(x =>
{
text = Regex.Replace(text, x.Item1, x.Item2);
});
// remove duplicated spaces
text = Regex.Replace(text, "\\s+", " ") + " ";
// split
int pos = 0;
var tokens = Regex.Matches(text, "\\s")
.Cast()
.Select(x => {
var token = new Token
{
Start = pos,
Text = text.Substring(pos, x.Index - pos)
};
pos = x.Index + 1;
return token;
}).ToList();
// correct token position
CorrectTokenPosition(sentence, tokens);
return tokens;
}
private void Init()
{
STARTING_QUOTES.Add(new Tuple(@"([«“‘„]|[`]+)", " $1 "));
STARTING_QUOTES.Add(new Tuple("^\"", "``"));
STARTING_QUOTES.Add(new Tuple(@"(``)", " $1 "));
STARTING_QUOTES.Add(new Tuple("([ ([{<])(\" | '{2})", "$1 `` "));
PUNCTUATION.Add(new Tuple(@"([^\.])(\.)([\]\)}>" + "\"" + @"\\'»”’ ]*)\s*$", "$1 $2 $3 "));
PUNCTUATION.Add(new Tuple(@"([:,])([^\d])", " $1 $2"));
PUNCTUATION.Add(new Tuple(@"([:,])$", " $1 "));
PUNCTUATION.Add(new Tuple(@"(\.\.\.)", " $1 "));
PUNCTUATION.Add(new Tuple(@"([;@#$%&])", " $1 "));
PUNCTUATION.Add(new Tuple(@"([^\.])(\.)([\]\)}>" + "\"" + @"']*)\s*$", "$1 $2 $3 "));
PUNCTUATION.Add(new Tuple(@"([?!])", " $1 "));
PUNCTUATION.Add(new Tuple(@"([^'])' ", "$1 ' "));
PARENS_BRACKETS.Add(new Tuple(@"([\]\[\(\)\{\}\<\>])", " $1 "));
CONVERT_PARENTHESES.Add(new Tuple(@"\(", "-LRB-"));
CONVERT_PARENTHESES.Add(new Tuple(@"\)", "-RRB-"));
CONVERT_PARENTHESES.Add(new Tuple(@"\[", "-LSB-"));
CONVERT_PARENTHESES.Add(new Tuple(@"\]", "-RRB-"));
CONVERT_PARENTHESES.Add(new Tuple(@"\{", "-LCB-"));
CONVERT_PARENTHESES.Add(new Tuple(@"\}", "-RCB-"));
ENDING_QUOTES.Add(new Tuple(@"([»”’])", " $1 "));
ENDING_QUOTES.Add(new Tuple("\"", " '' "));
ENDING_QUOTES.Add(new Tuple(@"(\S)(\'\')", "$1 $2 "));
ENDING_QUOTES.Add(new Tuple(@"('[sS]|'[mM]|'[dD]|') ", " $1 "));
ENDING_QUOTES.Add(new Tuple(@"('ll|'LL|'re|'RE|'ve|'VE|n't|N'T) ", " $1 "));
CONVENTIONS.Add(new Tuple(@"(?i)\b(can)(?#X)(not)\b", "$1 $2 "));
CONVENTIONS.Add(new Tuple(@"(?i)\b(d)(?#X)('ye)\b", "$1 $2 "));
CONVENTIONS.Add(new Tuple(@"(?i)\b(gim)(?#X)(me)\b", "$1 $2 "));
CONVENTIONS.Add(new Tuple(@"(?i)\b(gon)(?#X)(na)\b", "$1 $2 "));
CONVENTIONS.Add(new Tuple(@"(?i)\b(got)(?#X)(ta)\b", "$1 $2 "));
CONVENTIONS.Add(new Tuple(@"(?i)\b(lem)(?#X)(me)\b", "$1 $2 "));
CONVENTIONS.Add(new Tuple(@"(?i)\b(mor)(?#X)('n)\b", "$1 $2 "));
CONVENTIONS.Add(new Tuple(@"(?i)\b(wan)(?#X)(na)\s", "$1 $2 "));
CONVENTIONS.Add(new Tuple(@"(?i) ('t)(?#X)(is)\b", "$1 $2 "));
CONVENTIONS.Add(new Tuple(@"(?i) ('t)(?#X)(was)\b", "$1 $2 "));
}
}
}