Exploring the Cognitive Knowledge Structure of Large Language Models: An Educational Diagnostic Assessment Approach.
Zheyuan ZhangJifan YuJuanzi LiLei HouPublished in: CoRR (2023)
Keyphrases
- language model
- knowledge structures
- cognitive architecture
- language modeling
- document retrieval
- n gram
- probabilistic model
- knowledge representation
- knowledge base
- speech recognition
- smoothing methods
- knowledge based systems
- language modelling
- query expansion
- information retrieval
- knowledge domains
- retrieval model
- test collection
- student modeling
- statistical language models
- expert systems
- decision making
- context sensitive
- cognitive load theory
- knowledge transfer
- learning objects
- language models for information retrieval
- e learning
- retrieval systems
- declarative knowledge
- relevance model
- translation model
- vector space model
- document ranking
- procedural knowledge
- collaborative filtering
- machine learning