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Introduction
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Classroom Contents
CMU Advanced NLP: Pre-training Methods
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- 1 Introduction
- 2 Neural Networks
- 3 Goals
- 4 Multitasking learning
- 5 Level of variety
- 6 Multitasking
- 7 Related Tasks
- 8 Multitask Learning
- 9 Pretraining
- 10 Pretraining Methods
- 11 Sentence Representations
- 12 Sentence Pair Classification
- 13 Sentence Pair Classification Examples
- 14 Semantic Similarity Relatedness
- 15 Textual entailment
- 16 Methods
- 17 Autoencoder
- 18 Skip thought vectors
- 19 Paraphrasebased contrastive learning
- 20 Largescale paraphrasing
- 21 Multitasking entailment
- 22 Supervised training
- 23 Sentence transformers
- 24 Context effect
- 25 Masking
