• 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