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deeplearningnlp_starters's Introduction

Natural Language Processing Guidelines using Deep Learning

I have tried to contain essential Natural Language Processing concepts using Deep Learning.

Table of Charts:

  1. Text Preprocessing
  2. Language Model
  3. Count Based Word Representations
  4. Vector Similarity
  5. Machine Learning
  6. Deep Learning
  7. RNN
  8. Word Embedding
  9. RNN Text Classification
  10. NLP CNN
  11. Tagging Task
  12. Subword Tokenizer
  13. RNN Encoder-Decoder
  14. Attention Mechanism
  15. Transformer
  16. BERT
  17. Topic Modeling
  18. Text Summarization

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