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Classroom Contents
Neural Nets for NLP 2020: Conditioned Generation
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- 1 Language Models Language models are generative models of text
- 2 Conditioned Language Models
- 3 Conditional Language Models
- 4 One Type of Conditional Language Model Sutskever et al. 2014
- 5 How to Pass Hidden State?
- 6 The Generation Problem
- 7 Ancestral Sampling
- 8 Greedy Search
- 9 Beam Search
- 10 Log-linear Interpolation • Weighted combination of log probabilities, normalize
- 11 Linear or Log Linear?
- 12 Stacking
- 13 Basic Evaluation Paradigm
- 14 Human Evaluation
- 15 Perplexity
