Introduction
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NLP is an interdisciplinary field, and LLMs are
just a subset of it
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ChatGPT Just Works! Does it…?
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GPT-4 Tokenization Example
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Unsupervised Learning
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Supervised Learning
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A taxonomy of NLP Tasks
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Levels of Language
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Diagram showing building blocks of
language
From words to vectors
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Transformers: BERT and BeyondTransformersBERTBERT ArchitectureBERT as a Language ModelBERT for Text ClassificationBERT for Token Classification
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Transformer Architecture
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BERT Architecture
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The Encoder Self-Attention Mechanism
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BERT Language Modeling
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BERT as an Emotion Classifier
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BERT as an Emotion Classifier
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BERT as an NER Classifier
Episode 3: Using large language modelsReferences
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