Neural Networks for Natural Language Processing 2019

Neural Networks for Natural Language Processing 2019

Graham Neubig via YouTube Direct link

CMU Neural Nets for NLP 2019 (6): Conditioned Generation

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6 of 23

CMU Neural Nets for NLP 2019 (6): Conditioned Generation

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Neural Networks for Natural Language Processing 2019

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  1. 1 CMU Neural Nets for NLP 2019 (1): Intro/Why Neural Nets for NLP
  2. 2 CMU Neural Nets for NLP 2019 (2): A Simple (?) Exercise - Predicting the Next Word
  3. 3 CMU Neural Nets for NLP 2019 (3): Word Vectors
  4. 4 CMU Neural Nets for NLP 2019 (4): Convolutional Neural Networks for Language
  5. 5 CMU Neural Nets for NLP 2019 (5): Recurrent Networks for Sentence or Language Modeling
  6. 6 CMU Neural Nets for NLP 2019 (6): Conditioned Generation
  7. 7 CMU Neural Nets for NLP 2019 (7): Attention
  8. 8 CMU Neural Nets for NLP 2019 (8): Sentence and Contextualized Word Representations
  9. 9 CMU Neural Nets for NLP 2019 (9): Debugging Neural Nets (for NLP)
  10. 10 CMU Neural Nets for NLP 2019 (10): Structured Prediction Basics
  11. 11 CMU Neural Nets for NLP 2019 (11): Reinforcement Learning
  12. 12 CMU Neural Nets for NLP 2019 (12): Structured Prediction with Local Independence Assumptions
  13. 13 CMU Neural Nets for NLP 2019 (13): Model Interpretation
  14. 14 CMU Neural Nets for NLP 2019 (14): Latent Random Variables
  15. 15 CMU Neural Nets for NLP 2019 (15): Transition-based Parsing
  16. 16 CMU Neural Nets for NLP 2019 (16): Parsing w/ Dynamic Programs
  17. 17 CMU Neural Nets for NLP 2019 (18): Unsupervised and Semi-supervised Learning of Structure
  18. 18 CMU Neural Nets for NLP 2019 (19): Models of Dialog
  19. 19 CMU Neural Nets for NLP 2019 (20): Document Level Models
  20. 20 CMU Neural Nets for NLP 2019 (21): Learning from/for Knowledge Graphs
  21. 21 CMU Neural Nets for NLP 2019 (22): Machine Reading w/ Neural Nets
  22. 22 CMU Neural Nets for NLP 2019 (23): Multi-task, Multi-lingual Learning
  23. 23 CMU Neural Nets for NLP 2019 (25): Advanced Search Algorithms

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