DeepPavlov tutorials DeepPavlov: Sentence Classification with Word Embeddings DeepPavlov: Transfer Learning with BERT. Classification, Tagging, QA, Zero-shot transfer to 103 languages DeepPavlov: Hybrid Bot How to solve NLP tasks with DeepPavlov using BERT-based models DeepPavlov: Классификация текстов с использованием векторных представлений Классификатор на основе BERT архитектуры DeepPavlov slides Introduction to Neural Networks for NLP. Word Embeddings Advanced Topics in NLP: Unsupervised Pre-training, Transfer Learning Goal-oriented Dialog Systems NLP tasks with DeepPavlov Векторные представления текстов. Классификация текстов Архитектуры на основе attention. Contextulaized embeddings