A COLAB (1/3) Notebook to follow along with BERT model applied to calculate sentence similarity with encoder stack of transformers. Python code. TensorFlow and KERAS. Self attention. Compare this to SBERT! Deep Bidirectional Encoder Representation Transformers for Language Understanding. BERT Wordpiece Tokenizer. Special BERT token. Attention masks. BERT Data Generator. Google created a transformer-based machine learning approach for natural language processing pre-training called Bidirectional Encoder Representations from Transformers. Original BERT paper: https://arxiv.org/pdf/1810.04805.pdf Credits to official KERAS Notebook: https://colab.research.google.com/github/keras-team/keras-io/blob/master/examples/nlp/ipynb/semantic_similarity_with_bert.ipynb #keras #bert #deeplearning #deeplearningtutorial #tensorflow2 #neuralnetwork #neurallayer #lstm #transformers #jupyterlab #machinelearningwithpython #similarity #tokenization #colab #sbert