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Advanced natural language processing with TensorFlow 2 : build effective real-world NLP applications using NER, RNNS, seq2seq models, transformers, and more /: build effective real-world NLP applications using NER, RNNS, seq2seq models, transformers, and more. (2021)
Record Type:
Book
Title:
Advanced natural language processing with TensorFlow 2 : build effective real-world NLP applications using NER, RNNS, seq2seq models, transformers, and more /: build effective real-world NLP applications using NER, RNNS, seq2seq models, transformers, and more. (2021)
Main Title:
Advanced natural language processing with TensorFlow 2 : build effective real-world NLP applications using NER, RNNS, seq2seq models, transformers, and more
Table of ContentsEssentials of NLPUnderstanding Sentiment in Natural Language with BiLSTMsNamed Entity Recognition (NER) with BiLSTMs, CRFs and Viterbi DecodingTransfer Learning with BERTGenerating Text with RNNs and GPT-2Text Summarization with Seq2seq Attention and Transformer NetworksMulti-Modal Networks and Image Captioning with ResNets and Transformer NetworksWeakly Supervised Learning for Classification with SnorkelBuilding Conversational AI Applications with Deep LearningInstallation and Setup Instructions for Code.
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