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Neural Nets for NLP 2020 - Search-Based Structured Prediction
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- 1 Intro
- 2 Types of Prediction
- 3 Two Methods for Approximation
- 4 Structured Perceptron Loss
- 5 The Structured Perceptron Algorithm . An extremely simple way of training (non-probabilistic) global models . Find the one-best, and if it's score is better than the correct answer adjust parameters …
- 6 Contrasting Perceptron and Global Normalization • Globally normalized probabilistic model
- 7 Structured Training and Pre-training
- 8 Cost-augmented Hinge
- 9 Costs over Sequences
- 10 Corrupt Training Data
