[Day27] NLP 5 ~ 6강 & 시각화 6-2강

[Day27] NLP 5 ~ 6강 & 시각화 6-2강

• Sequence to Sequence with Attention에 대한 이해
  • Encoder-decoder architecture, Attention mechaanism
    • Recall: Types of RNNs
    • Seq2Seq Model
    • Seq2Seq Model with Attention
    • Different Attention Mechanisms
    • Attention Examples in Machine Translation
• Beam Search and BLEU score에 대한 이해
  • Beam search
    • Greedy decoding
    • Exhaustive search
    • Beam search
    • Beam search: Example
    • Beam search: Stopping criterion
    • Beam search: Finishing up
  • BLEU score
    • Precision and Recall
    • F-measure
    • BLEU score

• Interactive Visualization 실습

• Custom Matplotlib Theme