I need a Coreference Resolution and it seems that Rasa can support this particular code in a pipeline because here it is registered as Spacy addon: https://spacy.io/universe/project/neuralcoref
What i need is coref in my chat bot after i trained it to work automatically:
I have a chair.
Can you give it to me?
Rasa should understand that “it” means “chair” and utterance should contain this word for example “Ok, you can take chair there”
hi @BitcoinKing - there is no such tutorial at the moment. What we see more often in real conversations is the need to resolve entities across multiple dialogue turns. Check out this tutorial on how to do that Integrating Rasa with knowledge bases
if you define the capability of processing “I have a chair. Can you give it to me?” correct regarding the coreference resolution as “not being stupid”, I would be surprised.
However - why does the suggestion of @amn41 not fit your challenge?
As long as you only want to reference from “it” to “chair”, you could easily adapt the KnowledgeBaseAction for that!?