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CMU Neural Nets for NLP 2020 (1): Introduction
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Neural Networks for Natural Language Processing 2020
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- 1 CMU Neural Nets for NLP 2020 (1): Introduction
- 2 CMU Neural Nets for NLP 2020 (2): Language Modeling, Efficiency/Training Tricks
- 3 CMU Neural Nets for NLP 2020 (3): Convolutional Neural Networks for Text
- 4 CMU Neural Nets for NLP 2020 (4): Recurrent Neural Networks
- 5 CMU Neural Nets for NLP 2020 (5): Efficiency Tricks for Neural Nets
- 6 CMU Neural Nets for NLP 2020 (7): Attention
- 7 CMU Neural Nets for NLP 2020 (8): Distributional Semantics and Word Vectors
- 8 CMU Neural Nets for NLP 2020 (9): Sentence and Contextual Word Representations
- 9 CMU Neural Nets for NLP 2020 (10): Debugging Neural Nets (for NLP)
- 10 CMU Neural Nets for NLP 2020 (11): Structured Prediction with Local Independence Assumptions
- 11 CMU Neural Nets for NLP 2020 (12): Generating Trees Incrementally
- 12 CMU Neural Nets for NLP 2020 (13): Generating Trees Incrementally
- 13 CMU Neural Nets for NLP 2020 (14): Search-based Structured Prediction
- 14 CMU Neural Nets for NLP 2020 (15): Minimum Risk Training and Reinforcement Learning
- 15 CMU Neural Nets for NLP 2020 (16): Advanced Search Algorithms
- 16 CMU Neural Nets for NLP 2020 (17): Adversarial Methods
- 17 CMU Neural Nets for NLP 2020 (18): Models w/ Latent Random Variables
- 18 CMU Neural Nets for NLP 2020 (19): Unsupervised and Semi-supervised Learning of Structure
- 19 CMU Neural Nets for NLP 2020 (20): Multitask and Multilingual Learning
- 20 CMU Neural Nets for NLP 2020 (21): Document Level Models
- 21 CMU Neural Nets for NLP 2020 (22): Neural Nets + Knowledge Bases
- 22 CMU Neural Nets for NLP 2020 (23): Machine Reading w/ Neural Nets
- 23 CMU Neural Nets for NLP 2020 (24): Natural Language Generation
- 24 CMU Neural Nets for NLP 2020 (25): Model Interpretation
