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01_​BERT_​Sentiment_​Analysis

Workflow

Sentiment Analysis with BERT
Deep LearningNLPMachine LearningText ProcessingText ClassificationSentiment AnalysisBERTTensorFlowTensorFlow 2PythonTensorFlow Hub
This workflow trains a sentiment classifier for English movie reviews that is based on Google's BERT model.For more information see the workflow metadata. Find it here: View -> Description Prepares reviewsfor trainingPredicts review sentiments andretrieves BERT embeddingsafter trainingLoads BERT fromTF Hub and addsa small classifieron top of itBERT TensorFlowHub URLRetrieves BERTembeddingsbefore trainingOpen the dialogto specify the numberof epochs and thebatch size CSV Reader (Labs) Preprocessing TensorFlow 2Network Executor DL PythonNetwork Creator StringConfiguration TensorFlow 2Network Executor Train BERTClassifier VisualizeBefore vs After This workflow trains a sentiment classifier for English movie reviews that is based on Google's BERT model.For more information see the workflow metadata. Find it here: View -> Description Prepares reviewsfor trainingPredicts review sentiments andretrieves BERT embeddingsafter trainingLoads BERT fromTF Hub and addsa small classifieron top of itBERT TensorFlowHub URLRetrieves BERTembeddingsbefore trainingOpen the dialogto specify the numberof epochs and thebatch sizeCSV Reader (Labs) Preprocessing TensorFlow 2Network Executor DL PythonNetwork Creator StringConfiguration TensorFlow 2Network Executor Train BERTClassifier VisualizeBefore vs After

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Nodes

01_​BERT_​Sentiment_​Analysis consists of the following 46 nodes(s):

Plugins

01_​BERT_​Sentiment_​Analysis contains nodes provided by the following 10 plugin(s):