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lectures/week1-01/Natural Language Processing 0.0 Introduction (Part 1) (1117).mp4
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lectures/week10-01/Natural Language Processing 18.5 GLMs for Tagging (Part 4) (600).mp4
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lectures/week10-02/Natural Language Processing 19.0 Introduction (037).mp4
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lectures/week10-02/Natural Language Processing 19.1 The Dependency Parsing Problem (Part 1) (521).mp4
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lectures/week10-02/Natural Language Processing 19.2 The Dependency Parsing Problem (Part 2) (1353).mp4
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lectures/week10-02/Natural Language Processing 19.3 GLMs for Dependency Parsing (Part 1) (1159).mp4
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lectures/week10-02/Natural Language Processing 19.5 Experiments with GLMs for Dep. Parsing (538).mp4
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lectures/week10-02/Natural Language Processing 19.6 Summary (250).mp4
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lectures/week2-01/Natural Language Processing 4.0 The Tagging Problem (1001).mp4
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lectures/week2-01/Natural Language Processing 4.1 Generative Models for Supervised Learning (857).mp4
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lectures/week2-01/Natural Language Processing 4.2 Hidden Markov Models (HMMs) Basic Definitions (1200).mp4
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lectures/week2-01/Natural Language Processing 4.3 Parameter Estimation in HMMs (1316).mp4
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lectures/week2-01/Natural Language Processing 4.4 The Viterbi Algorithm for HMMs (Part 1) (1407).mp4
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lectures/week2-01/Natural Language Processing 4.7 Summary (150).mp4
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lectures/week3-01/Natural Language Processing 5.0 Introduction (028).mp4
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lectures/week3-01/Natural Language Processing 5.1 Introduction to the Parsing Problem (Part 1) (1037).mp4
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lectures/week3-01/Natural Language Processing 5.2 Introduction to the Parsing Problem (Part 2) (420).mp4
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lectures/week3-02/Natural Language Processing 6.0 Introduction (112).mp4
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lectures/week3-02/Natural Language Processing 6.1 Basics of PCFGs (Part 1) (943).mp4
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lectures/week3-02/Natural Language Processing 6.3 The CKY Parsing Algorithm (Part 1) (731).mp4
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lectures/week4-02/Natural Language Processing 8.0 Introduction (0017).mp4
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lectures/week4-02/Natural Language Processing 8.1 Lexicalization of a Treebank (1044).mp4
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lectures/week4-02/Natural Language Processing 8.2 Lexicalized PCFGs Basic Definitions (1240).mp4
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lectures/week4-02/Natural Language Processing 8.3 Parameter Estimation in Lexicalized PCFGs (Part 1) (528).mp4
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lectures/week5-01/Natural Language Processing 9.0 Opening Comments (025).mp4
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lectures/week5-01/Natural Language Processing 9.1 introduction (203).mp4
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lectures/week5-01/Natural Language Processing 9.2 Challenges in MT (806).mp4
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lectures/week5-01/Natural Language Processing 9.3 Classical Approaches to MT (Part 1) (802).mp4
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lectures/week5-01/Natural Language Processing 9.5 Introduction to Statistical MT (1231).mp4
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lectures/week5-02/Natural Language Processing 10.0 Introduction (324).mp4
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lectures/week5-02/Natural Language Processing 10.1 IBM Model 1 (Part 1) (1306).mp4
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lectures/week5-02/Natural Language Processing 10.6 The EM Algorithm for IBM Model 2 (Part 3) (928).mp4
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lectures/week5-02/Natural Language Processing 10.8 Summary (148).mp4
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lectures/week6-01/Natural Language Processing 11.0 Introduction (041).mp4
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lectures/week8-01/Natural Language Processing 14.0 Introduction (141).mp4
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lectures/week8-01/Natural Language Processing 14.1 Recap of the Tagging Problem (315).mp4
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lectures/week8-01/Natural Language Processing 14.3 Features in Log-Linear Taggers (1321).mp4
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lectures/week8-01/Natural Language Processing 14.6 An Example Application (928).mp4
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lectures/week8-01/Natural Language Processing 14.7 Summary (245).mp4
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lectures/week8-02/Natural Language Processing 15.0 Introduction (047).mp4
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lectures/week8-02/Natural Language Processing 15.1 Conditional History-based Models (714).mp4
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lectures/week8-02/Natural Language Processing 15.2 Representing Trees as Decision Sequences (Part 1) (723).mp4
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lectures/week8-02/Natural Language Processing 15.5 Summary (112).mp4
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lectures/week9-01/Natural Language Processing 16.0 Introduction (036).mp4
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lectures/week9-01/Natural Language Processing 16.1 Word Cluster Representations (836).mp4
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lectures/week9-01/Natural Language Processing 16.2 The Brown Clustering Algorithm (Part 1) (1150).mp4
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lectures/week9-01/Natural Language Processing 16.3 The Brown Clustering Algorithm (Part 2) (830).mp4
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lectures/week9-01/Natural Language Processing 16.4 The Brown Clustering Algorithm (Part 3) (918).mp4
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lectures/week9-01/Natural Language Processing 16.5 Clusters in NE Recognition (Part 1) (1133).mp4
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lectures/week9-01/Natural Language Processing 16.6 Clusters in NE Recognition (Part 2) (728).mp4
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lectures/week9-02/Natural Language Processing 17.0 Introduction (030).mp4
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lectures/week9-02/Natural Language Processing 17.1 Recap of History-based Models (711).mp4
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lectures/week9-02/Natural Language Processing 17.2 Motivation for GLMs (634).mp4
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lectures/week9-02/Natural Language Processing 17.3 Three Components of GLMs (1439).mp4
17.32MB
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lectures/week9-02/Natural Language Processing 17.4 GLMs for Parse Reranking (1036).mp4
12.8MB
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lectures/week9-02/Natural Language Processing 17.5 Parameter Estimation with the Perceptron Algorithm (611).mp4
7.32MB
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lectures/week9-02/Natural Language Processing 17.6 Summary (301).mp4
3.76MB
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