I have a function that is designed to parse an utterance (or typed in string) and identify the intent as a yes or no answer.
There are many ways of saying "yes" to something, and similarly for "no" or "unsure"; however, some of these phrases may include sub-phrases that have alternative meanings. For example: certainly vs. certainly not.
I can't guarantee that not will always refer to a negative statement either, for example sure vs not sure; I do not know; or even why not! (the latter could be taken as an affirmative.)
Since I am interested only in phrases and sub-phrases (not words within words), I realised that the way to identify the most informative phrase is to attempt to match them in order of size. Also, if the larger phrase matches, I also don't want to match the sub-phrases as separate. Fortunately, there is a feature of regular expressions that can do this quite easily.
/\b(a b c|a b|a c|b c|a|b|c)\b/ where 'a', 'b', and 'c' are words, will match the first phrase it can find over the others. Therefore, /\b(a b c|a b|a c|b c|a|b|c)\b/.matches("a b c a") == ["a b c", "a"] as opposed to ["a", "b c", "a"] or another combination.
Example here
(Note that for this to work, the order of the 'or'ed phases need to be in descending order of length. Regex captures lazy, and will succeed on the first 'or'-block in the capture group.)
So here's a test function of the idea in C#:
public enum Affirmation { No=0, Yes, Unsure, NoAnswer }
public Affirmation getAffirmation(string utterance)
{
string[] yesses = new string[] { "yes", "yep", "y", "yeah", "certainly", "sure", "why not", "agree", "affirmative" };
string[] nos = new string[] { "no", "nope", "nah", "nup", "negative", "n", "certainly not", "yeah nah" };
string[] unsures = new string[] { "unsure", "not sure", "i don't know", "maybe", "come again", "i do not know" };
string[] responses = yesses.Concat(nos).Concat(unsures).OrderByDescending(w => w.Length).ToArray();
Regex response = new Regex($"\\b({string.Join("|", responses)})\\b", RegexOptions.IgnoreCase);
MatchCollection matches = response.Matches(utterance);
if (matches.Count == 0)
{
return Affirmation.NoAnswer;
}
IEnumerable<Affirmation> affirmations = matches.Cast<Match>().Select(m => {
if (yesses.Contains(m.Value.ToLower())) { return Affirmation.Yes; }
else if (nos.Contains(m.Value.ToLower())) { return Affirmation.No; }
else { return Affirmation.Unsure; }
});
return affirmations.Aggregate((agg, aff) =>
{
if (agg == Affirmation.Unsure || agg == aff) { return agg; }
else { return Affirmation.Unsure; }
});
}
Obviously the three string arrays aren't particularly long in this example; however there's no reason I couldn't try and enumerate all sorts of different phrases and categorise them by intent.
My question is with that Regex builder:
Regex response = new Regex($"\\b({string.Join("|", responses)})\\b", RegexOptions.IgnoreCase);
This pattern could end up being very large.
Is there a limit to the number of characters for a Regex string?
Is there a performance issue to worry about as a capture block becomes an extremely large 'Or' block?
Is there a better way to do this in general?
