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Intro
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Classroom Contents
Neural Nets for NLP 2020 - Attention
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- 1 Intro
- 2 Sentence Representations
- 3 Calculating Attention (1)
- 4 A Graphical Example
- 5 Attention Score Functions (1)
- 6 Attention Score Functions (2)
- 7 Input Sentence: Copy
- 8 Input Sentence: Bias . If you have a translation dictionary, use it to bias outputs (Arthur et al. 2016)
- 9 Previously Generated Things
- 10 Various Modalities
- 11 Multiple Sources
- 12 Coverage
- 13 Incorporating Markov Properties (Cohn et al. 2015)
- 14 Supervised Training (Mi et al. 2016)
- 15 Hard Attention
- 16 Multi-headed Attention
- 17 Attention Tricks
- 18 Training Tricks