For example say I have a chat bot that talks about different movies in a cinema.
Spiderman is the first movie on list therefore, therefore intent can come in multiple ways,
intent of movie one
- what is the story of [Movie 1] (spiderman) about?
- what is the story of [Movie one] (spiderman) about?
- what is [spiderman] (spiderman) about?
- what is the [first movie] (spiderman) ?
similarly have one for a second movie intent of movie two
- what is the story of [Movie 2] (batman) ?
- what is the story of [movie two] (batman) about?
- what is [batman] (batman) about?
- what is the [second movie] (batman)?
i also have other movies, the bot however gets confused often when i use numerical number. for example If i say i want to say “what is movie 7 about” it always chooses movie 2 (batman).
Am I training my data wrong? I am using SpacyNLP, SpacyTokenizer and SpacyFeaturizer if that helps.