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Introduction
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Classroom Contents
What Do Our Machines Dream Of? Understanding Language Models and Their Reasoning Capabilities
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- 1 Introduction
- 2 About the Allen Institute
- 3 Language Models
- 4 Understanding
- 5 Outline
- 6 Mental Models
- 7 Experiment
- 8 Bicycle
- 9 Consistency
- 10 Extended Architecture
- 11 Do Language Models Know How to Reason
- 12 Chain of Thoughts
- 13 Chain of Reasoning
- 14 Question Answering
- 15 Teach Me
- 16 Add
- 17 Demo
- 18 Failure modes
- 19 Test questions
- 20 Belief graphs
- 21 Summary
- 22 Conclusion
- 23 Organizational Needs
