Enhanced Rule-Based Inference State

Roboy / ravestate

✨ Ravestate is Roboy's reactive dialogue state library.

http://roboy.github.io/ravestate

BSD 3-Clause "New" or "Revised" License

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Enhanced Rule-Based Inference State #96

Open josephbirkner opened 5 years ago

josephbirkner commented 5 years ago

Try to come up with an rule-based inference state implementation, that does...

... recognize predicates
... recognize subject (interlocutor vs roboy vs 3rdparty)
... recognize object answer and
- ... write it to memory if it's a statement!
- ... determine truth if it's a question!

Please put this state into a new ravestate_inference module. ravestate_inference could offer prop_predicate and prop_subject which would be written by the ravestate_persqa smalltalk state.

josephbirkner commented 5 years ago

Let's create a decision tree! 🎄

josephbirkner commented 5 years ago

Depends on #112

josephbirkner commented 5 years ago

Conclusions from Datasheet (https://docs.google.com/spreadsheets/d/18i_0Izgyz2pwxN_d-GDHrE0pN_pdpYvRVCAGgPEKn7o/edit#gid=0):

We need to annotate triple elements / named entities in the samples
We need robust Named Entity Recognition
Which features to use?
- Is Yes/No Question?
- Is W Question
- Has Named Entity (ORG/LOC/PER/....)
- Has I/you/...
- ...
If we do a decision-tree, what does it use as labels?
- does it decide (subj, pred, senttype) triples
- or do we have three trees?