CS224U: Natural Language Understanding

  • Lecture 1  – Course Overview | Stanford CS224U: Natural Language Understanding | Spring 20191:12:59

    Lecture 1 – Course Overview | Stanford CS224U: Natural Language Understanding | Spring 2019

    Professor Christopher Potts & Consulting Assistant Professor Bill MacCartney, Stanford University http://onlinehub.stanford.edu/ Professor Christopher Potts Professor of Linguistics and, by courtesy

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  • CS224U Course Syllabus and Materials

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  • Lecture 2  – Word Vectors 1 | Stanford CS224U: Natural Language Understanding | Spring 20191:17:10

    Lecture 2 – Word Vectors 1 | Stanford CS224U: Natural Language Understanding | Spring 2019

    Professor Christopher Potts & Consulting Assistant Professor Bill MacCartney, Stanford University http://onlinehub.stanford.edu/ Professor Christopher Potts Professor of Linguistics and, by courtesy

    Watch Video
  • Lecture 3  – Word Vectors 2 | Stanford CS224U: Natural Language Understanding | Spring 20191:16:53

    Lecture 3 – Word Vectors 2 | Stanford CS224U: Natural Language Understanding | Spring 2019

    Professor Christopher Potts & Consulting Assistant Professor Bill MacCartney, Stanford University http://onlinehub.stanford.edu/ Professor Christopher Potts Professor of Linguistics and, by courtesy

    Watch Video
  • Lecture 4  – Word Vectors 3 | Stanford CS224U: Natural Language Understanding | Spring 201938:21

    Lecture 4 – Word Vectors 3 | Stanford CS224U: Natural Language Understanding | Spring 2019

    Professor Christopher Potts & Consulting Assistant Professor Bill MacCartney, Stanford University http://onlinehub.stanford.edu/ Professor Christopher Potts Professor of Linguistics and, by courtesy

    Watch Video
  • Lecture 5 – Sentiment Analysis 1 | Stanford CS224U: Natural Language Understanding | Spring 20191:10:45

    Lecture 5 – Sentiment Analysis 1 | Stanford CS224U: Natural Language Understanding | Spring 2019

    Professor Christopher Potts & Consulting Assistant Professor Bill MacCartney, Stanford University http://onlinehub.stanford.edu/ Professor Christopher Potts Professor of Linguistics and, by courtesy

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  • Christopher Potts' Website

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  • Lecture 6 – Sentiment Analysis 2 | Stanford CS224U: Natural Language Understanding | Spring 20191:03:24

    Lecture 6 – Sentiment Analysis 2 | Stanford CS224U: Natural Language Understanding | Spring 2019

    Professor Christopher Potts & Consulting Assistant Professor Bill MacCartney, Stanford University http://onlinehub.stanford.edu/ Professor Christopher Potts Professor of Linguistics and, by courtesy

    Watch Video
  • Lecture 7 – Relation Extraction | Stanford CS224U: Natural Language Understanding | Spring 20191:19:04

    Lecture 7 – Relation Extraction | Stanford CS224U: Natural Language Understanding | Spring 2019

    Professor Christopher Potts & Consulting Assistant Professor Bill MacCartney, Stanford University http://onlinehub.stanford.edu/ Professor Christopher Potts Professor of Linguistics and, by courtesy

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  • Bill MacCartney's Website

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  • Lecture 8 – NLI 1 | Stanford CS224U: Natural Language Understanding | Spring 20191:15:03

    Lecture 8 – NLI 1 | Stanford CS224U: Natural Language Understanding | Spring 2019

    Professor Christopher Potts & Consulting Assistant Professor Bill MacCartney, Stanford University http://onlinehub.stanford.edu/ Professor Christopher Potts Professor of Linguistics and, by courtesy

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  • Lecture 9 – NLI 2 | Stanford CS224U: Natural Language Understanding | Spring 20191:15:36

    Lecture 9 – NLI 2 | Stanford CS224U: Natural Language Understanding | Spring 2019

    Professor Christopher Potts & Consulting Assistant Professor Bill MacCartney, Stanford University http://onlinehub.stanford.edu/ Professor Christopher Potts Professor of Linguistics and, by courtesy

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  • Lecture 10 – Grounding | Stanford CS224U: Natural Language Understanding | Spring 20191:23:16

    Lecture 10 – Grounding | Stanford CS224U: Natural Language Understanding | Spring 2019

    Professor Christopher Potts & Consulting Assistant Professor Bill MacCartney, Stanford University http://onlinehub.stanford.edu/ Professor Christopher Potts Professor of Linguistics and, by courtesy

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  • Lecture 11 – Semantic Parsing | Stanford CS224U: Natural Language Understanding | Spring 20191:07:05

    Lecture 11 – Semantic Parsing | Stanford CS224U: Natural Language Understanding | Spring 2019

    Professor Christopher Potts & Consulting Assistant Professor Bill MacCartney, Stanford University http://onlinehub.stanford.edu/ Professor Christopher Potts Professor of Linguistics and, by courtesy

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  • Lecture 12 – Evaluation Methods | Stanford CS224U: Natural Language Understanding | Spring 20191:18:33

    Lecture 12 – Evaluation Methods | Stanford CS224U: Natural Language Understanding | Spring 2019

    Professor Christopher Potts & Consulting Assistant Professor Bill MacCartney, Stanford University http://onlinehub.stanford.edu/ Professor Christopher Potts Professor of Linguistics and, by courtesy

    Watch Video
  • Lecture 13 – Evaluation Metrics | Stanford CS224U: Natural Language Understanding | Spring 20191:11:32

    Lecture 13 – Evaluation Metrics | Stanford CS224U: Natural Language Understanding | Spring 2019

    Professor Christopher Potts & Consulting Assistant Professor Bill MacCartney, Stanford University http://onlinehub.stanford.edu/ Professor Christopher Potts Professor of Linguistics and, by courtesy

    Watch Video
  • Lecture 14 – Contextual Vectors | Stanford CS224U: Natural Language Understanding | Spring 20191:14:34

    Lecture 14 – Contextual Vectors | Stanford CS224U: Natural Language Understanding | Spring 2019

    Professor Christopher Potts & Consulting Assistant Professor Bill MacCartney, Stanford University http://onlinehub.stanford.edu/ Professor Christopher Potts Professor of Linguistics and, by courtesy

    Watch Video
  • Lecture 15 – Presenting Your Work | Stanford CS224U: Natural Language Understanding | Spring 20191:15:12

    Lecture 15 – Presenting Your Work | Stanford CS224U: Natural Language Understanding | Spring 2019

    Professor Christopher Potts & Consulting Assistant Professor Bill MacCartney, Stanford University http://onlinehub.stanford.edu/ Professor Christopher Potts Professor of Linguistics and, by courtesy

    Watch Video
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