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