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Intro
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Classroom Contents
AI: A Return to Meaning - From Theory-Driven to Data-Driven Approaches
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- 1 Intro
- 2 Outline
- 3 Artificial Intelligence
- 4 MEANING IS NOT EXPLICIT IN LANGUAGE
- 5 A practical perspective on Al...
- 6 Theory-Driven Beginnings
- 7 Data-Driven Success
- 8 A Painfully Simple Decision
- 9 Galoshes: Theory Version 1.0
- 10 Galoshes Data Version 1.0
- 11 Galoshes Data Version 1.1
- 12 Is Intelligence simply finding the functions that map input data to the output data
- 13 Data, Reason and Expected Value
- 14 Jeopardyl: A great challenge for advancing Al. Specifically in the areas of natural language understanding
- 15 What It Takes to Win!
- 16 Decompose and Synthesize
- 17 Multi-Step Challenges
- 18 The Jeopardy Contest: Human vs. Machine
- 19 Reflections on Watson
- 20 We need machines to go beyond the words and their patterns. We need them to UNDERSTAND.
