Using Large Language Models to Assess Tutors' Performance in Reacting to Students Making Math Errors.
Sanjit KakarlaDanielle ThomasJionghao LinShivang GuptaKenneth R. KoedingerPublished in: CoRR (2024)
Keyphrases
- language model
- tutoring system
- model tracing
- intelligent tutoring systems
- intelligent tutors
- language modeling
- peer tutoring
- speech recognition
- document retrieval
- cognitive tutor
- e learning
- learning process
- n gram
- language modelling
- helping students
- retrieval model
- information retrieval
- collaborative learning
- probabilistic model
- test collection
- context sensitive
- student learning
- query expansion
- ad hoc information retrieval
- grade students
- learning environment
- smoothing methods
- language models for information retrieval
- statistical language models
- learning experience
- vector space model
- learning gains
- high school students
- intelligent tutoring
- high school
- retrieval effectiveness
- query terms
- elementary school
- relevance model
- okapi bm
- bayesian networks