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Some usefull stuff for building retrieval-based chatbot

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README.md		README.md
nlu_datasets.md		nlu_datasets.md
transformers_joint_intent_classification_slot_filling.ipynb		transformers_joint_intent_classification_slot_filling.ipynb

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Intents Detection and Slot Filling Data

ATIS
SNIPS
The Facebook’s multilingual dataset (English/Spanish/Thai)
MIT_Restaurant_Movie_corpus (w/o intent)
E-commerce Shopping Assistant (ECSA) from Alibaba (w/o intent, in Chinese)
CoNLL-2003 NER (w/o intent)

Other data

MS MARCO

Useful links

Slot-filling&IntentsDetection
NLP things
Yandex Alice
Snips tutorials - example of custom data organization

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