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GPT ARCHITECTURE & TRAINING
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Classroom Contents
An Introduction to Natural Language Generation
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- 1 Intro
- 2 NLG EXAMPLES: WEATHER REPORTS
- 3 NLG EXAMPLES: FINANCE
- 4 NLG EXAMPLES: SUMMARIZATION
- 5 NLG EXAMPLES: LANGUAGE MODELLIN
- 6 NLG EXAMPLES: TRANSLATION
- 7 NLG EXAMPLES: CHATBOTS
- 8 DEEP LEARNING BASED NLG
- 9 EXPRESSING WORDS AS TENSORS
- 10 WORD (TOKEN) EMBEDDINGS
- 11 LEARNING EMBEDDINGS
- 12 BERT STRUCTURE - TRANSFORMER BLOCK
- 13 LANGUAGE MODELLING WITH TRANSFORMERS
- 14 GPT ARCHITECTURE & TRAINING
- 15 WHAT IS THE DIFFERENCE
- 16 HOW TO CREATE TEXT WITH GPT?
- 17 NLG WITH DEEP LEARNING: PROS
- 18 COMBINING RULES AND DL
