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