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kyzhouhzau / BERT-NER

Use Google's BERT for named entity recognition （CoNLL-2003 as the dataset）.
MIT License
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How to integrate this in RASA #55

Open anubhavpnp opened 5 years ago

anubhavpnp commented 5 years ago

I want to integrate this NER through BERT into RASA. But the training data formats for RASA entity recognition and this project are different. Can you please help as to how to integrate BERT based entity recognition into RASA. I have integrated the intent classification that BERT offers into RASA, but I having difficulties to integrate the entity recognition

kyzhouhzau commented 5 years ago

I've not used this corpus before, can you give out the link.

dpny518 commented 5 years ago

I found this but there are many bugs and issues, if you guys can take this and integrate it that would be great https://github.com/JohanyCheung/bert_chinese/blob/master/rasa_bert_nlu/rasa_nlu/extractors/bert_entity_extractor.py

anubhavpnp commented 5 years ago

I've not used this corpus before, can you give out the link.

hi @kyzhouhzau ..This is the link for RASA project https://github.com/RasaHQ/rasa

Its an open source project for intent recognition and dialogue flow

anubhavpnp commented 5 years ago

hi @kyzhouhzau ..Just thought of checking ig you got a way out to integrate this with RASA?

kyzhouhzau commented 5 years ago

Recently, I've been busy with other work. So, it's hard for me to finished this integration. When I finish the work at hand, i will try it.

zwd13122889 commented 4 years ago

Excuse me. Where does the label_test.txt come from? Man made or machine generated?