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CMU Neural Nets for NLP 2017 (1): Class Introduction & Why Neural Nets?
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Neural Networks for Natural Language Processing 2017
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- 1 CMU Neural Nets for NLP 2017 (1): Class Introduction & Why Neural Nets?
- 2 CMU Neural Nets for NLP 2017 (2): A Simple (?) Exercise: Predicting the Next Word in a Sentence
- 3 CMU Neural Nets for NLP 2017 (3): Models of Words
- 4 CMU Neural Nets for NLP 2017 (4): Why is word2vec so fast? Efficiency Tricks.
- 5 CMU Neural Nets for NLP 2017 (5): Convolutional Networks for Text
- 6 CMU Neural Nets for NLP 2017 (6): Recurrent Neural Networks
- 7 CMU Neural Nets for NLP 2017 (7): Using/Evaluating Sentence Representations
- 8 CMU Neural Nets for NLP 2017 (8): Conditioned Generation
- 9 CMU Neural Nets for NLP 2017 (9): Attention
- 10 CMU Neural Nets for NLP 2017 (10): Structured Prediction
- 11 CMU Neural Nets for NLP 2017 (11): Structured Prediction w/ Local Dependence
- 12 CMU Neural Nets for NLP 2017 (12): Transition-based Dependency Parsing
- 13 CMU Neural Nets for NLP 2017 (13): Parsing With Dynamic Programs
- 14 CMU Neural Nets for NLP 2017 (14): Neural Semantic Parsing
- 15 CMU Neural Nets for NLP 2017 (15): Latent Variable Models
- 16 CMU Neural Nets for NLP 2017 (16): Reinforcement Learning
- 17 CMU Neural Nets for NLP 2017 (17): Adversarial Learning
- 18 CMU Neural Nets for NLP 2017 (18): Unsupervised Learning of Structure
- 19 CMU Neural Nets for NLP 2017 (19): Document Level Models
- 20 CMU Neural Nets for NLP 2017 (20): Models of Dialog
- 21 CMU Neural Nets for NLP 2017 (21): Learning From/For Knowledge Bases
- 22 CMU Neural Nets for NLP 2017 (22): Machine Reading w/ Neural Nets
- 23 CMU Neural Nets for NLP 2017 (25): Multilingual and Multitask Learning
- 24 CMU Neural Nets for NLP 2017 (23): Debugging Neural Nets for NLP
- 25 CMU Neural Nets for NLP 2017 (24): Advanced Search Algorithms
