BERT NER with Slotfiller

DeepPavlov Library Models
1

Hi,
I’ve managed to get my own go_bot working with the dstc2_slotfiller. This is only able to pick up entities which have been pre-defined as far as I can tell. Is it possible for it to pick up e.g. names that haven’t been specified before?

I was also looking at the ner_bert model and was wondering if I could use that with some slot filler?

2

Hi,
The rule-based fuzzy dstc2_raw_slotfiller or neural based dstc2_slotfiller recognize slot types and slot values that are mentioned in slot_vals.json. You can possibly extend your slot values by editing slot_vals.json.