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Introduction
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Classroom Contents
Extracting Information from Text into Memory for Knowledge-Intensive Tasks
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- 1 Introduction
- 2 Large language models as knowledge sources
- 3 Problems with large language models
- 4 Dedicated memory controller
- 5 Modern models
- 6 Pretraining path
- 7 Masks
- 8 Entry Point
- 9 Motivation Example
- 10 Intuition
- 11 Variants
- 12 How to get auxiliary information
- 13 Read twice
- 14 First read
- 15 Representation of multiwork phrases
- 16 Narrative QA
- 17 Results
- 18 Action Apps
- 19 Memory
- 20 Motivation
- 21 Question Answering
- 22 Modeling Challenge
- 23 Evaluation
- 24 Memory Size
- 25 First Example
- 26 Retrieval
- 27 Questions
