Language models emulate certain cognitive profiles: An investigation of how predictability measures interact with individual differences.
Patrick HallerLena S. BolligerLena A. JägerPublished in: CoRR (2024)
Keyphrases
- individual differences
- language model
- language modeling
- working memory
- n gram
- learning outcomes
- language modelling
- speech recognition
- document retrieval
- probabilistic model
- information retrieval
- retrieval model
- test collection
- cognitive load
- statistical language models
- query expansion
- working memory capacity
- document ranking
- okapi bm
- user profiles
- cognitive style
- online shopping
- language model for information retrieval
- ad hoc information retrieval
- vector space model
- query terms
- collaborative learning
- smoothing methods
- translation model
- pseudo relevance feedback
- learning styles