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Natural Language Processing at UT Austin, 2021-2022 version (Greg Durrett)

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Introduction (Natural Language Processing at UT Austin)

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Linear Binary Classification (Natural Language Processing at UT Austin)

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Sentiment Analysis and Basic Feature Extraction (Natural Language Processing at UT Austin)

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Basics of Learning, Gradient Descent (Natural Language Processing at UT Austin)

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Perceptron (Natural Language Processing at UT Austin)

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Perceptron as Minimizing Loss (Natural Language Processing at UT Austin)

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Logistic Regression (Natural Language Processing at UT Austin)

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Sentiment Analysis (Natural Language Processing at UT Austin)

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Optimization Basics (Natural Language Processing at UT Austin)

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Multiclass Classification (Natural Language Processing at UT Austin)

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