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CMU Neural Nets for NLP 2018 (1): Intro/Why Neural Nets for NLP?
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Neural Networks for Natural Language Processing 2018
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- 1 CMU Neural Nets for NLP 2018 (1): Intro/Why Neural Nets for NLP?
- 2 CMU Neural Nets for NLP 2018 (2): A Simple (?) Exercise: Predicting the Next Word
- 3 CMU Neural Nets for NLP 2018 (3): Models of Words
- 4 CMU Neural Nets for NLP 2018 (4): Convolutional Networks for Text
- 5 CMU Neural Nets for NLP 2018 (5): Recurrent Neural Networks
- 6 CMU Neural Nets for NLP 2018 (10): Debugging Neural Nets for NLP
- 7 CMU Neural Nets for NLP 2018 (13): Structured Prediction Basics
- 8 CMU Neural Nets for NLP 2018 (14): Reinforcement Learning
- 9 CMU Neural Nets for NLP 2018 (15): Structured Prediction w/ Local Independence Assumptions
- 10 CMU Neural Nets for NLP 2018 (16): Transition-based Parsing
- 11 CMU Neural Nets for NLP 2018 (17): Graph-based Parsing
- 12 CMU Neural Nets for NLP 2018 (16): Neural Semantic Parsing
- 13 CMU Neural Nets for NLP 2018 (20): Models of Dialogue
- 14 CMU Neural Nets for NLP 2018 (18): Models w/ Latent Random Variables
- 15 CMU Neural Nets for NLP 2018 (19): Unsupervised and Semi-supervised Learning of Structure
- 16 CMU Neural Nets for NLP 2018 (21): Document-level Models
- 17 CMU Neural Nets for NLP 2018 (22): Learning from/for Knowledge Graphs
- 18 CMU Neural Nets for NLP 2018 (23): Machine Reading w/ Neural Nets
- 19 CMU Neural Nets for NLP 2018 (8): Conditioned Generation
- 20 CMU Neural Nets for NLP 2018 (9): Attention
