Novice Learner and Expert Tutor: Evaluating Math Reasoning Abilities of Large Language Models with Misconceptions.
Naiming LiuShashank SonkarZichao WangSimon WoodheadRichard G. BaraniukPublished in: CoRR (2023)
Keyphrases
- language model
- tutoring system
- learner model
- language modeling
- intelligent tutoring systems
- probabilistic model
- model tracing
- n gram
- intelligent tutors
- document retrieval
- speech recognition
- query expansion
- retrieval model
- knowledge base
- statistical language models
- language modelling
- test collection
- query terms
- context sensitive
- information retrieval
- ad hoc information retrieval
- learning environment
- language model for information retrieval
- vector space model
- translation model
- document ranking
- query specific
- language models for information retrieval
- pseudo relevance feedback
- learning gains
- active learning
- learning process