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Classroom Contents
Neural Nets for NLP 2020 - Structured Prediction with Local Independence Assumptions
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- 1 Intro
- 2 A Prediction Problem
- 3 Types of Prediction
- 4 Why Call it "Structured" Prediction?
- 5 Why Model Interactions in Output? . Consistency is important
- 6 Sequence Labeling as
- 7 Recurrent Decoder
- 8 Local Normalization vs. Global Normalization
- 9 Conditional Random Fields
- 10 CRF Training & Decoding
- 11 Revisiting the Partition Function
- 12 Forward Calculation: Final Part Finish up the sentence with the sentence final symbol
