Formal and Functional Competence in Large Language Models - A Cognitive Perspective

Formal and Functional Competence in Large Language Models - A Cognitive Perspective

Santa Fe Institute via YouTube Direct link

Introduction

1 of 31

1 of 31

Introduction

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Classroom Contents

Formal and Functional Competence in Large Language Models - A Cognitive Perspective

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  1. 1 Introduction
  2. 2 Question
  3. 3 Central fallacies
  4. 4 Formal linguistic confidence
  5. 5 Roadmap
  6. 6 Cognitive Neuroscience
  7. 7 Language Processing
  8. 8 Language Network
  9. 9 Verb Agreement Task
  10. 10 What are Large Neural Networks
  11. 11 What are Language Models
  12. 12 Formal Language Confidence
  13. 13 Functional Competence
  14. 14 The Key to the Cabinet
  15. 15 The A and M Construction
  16. 16 Syntax Coherence
  17. 17 Semantic Coherence
  18. 18 Formal Competence
  19. 19 Functional Confidence
  20. 20 Formal Reasoning Domain
  21. 21 World Knowledge Domain
  22. 22 Fuzzy Knowledge
  23. 23 Implications
  24. 24 Targeted benchmarks
  25. 25 Modularity
  26. 26 Benchmarks and Evaluation
  27. 27 Benchmarks Evaluation
  28. 28 Summary
  29. 29 Conflict System
  30. 30 Data
  31. 31 Questions

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