Large language model augmented exercise retrieval for personalized language learning.
Austin XuWill MonroeKlinton BicknellPublished in: LAK (2024)
Keyphrases
- language learning
- language model
- retrieval model
- document retrieval
- ad hoc information retrieval
- query expansion
- test collection
- language modeling
- information retrieval
- language models for information retrieval
- n gram
- document length
- statistical language models
- cross language retrieval
- query terms
- context sensitive
- smoothing methods
- probabilistic model
- speech recognition
- retrieval effectiveness
- document ranking
- relevance model
- mobile learning
- jelinek mercer
- computer assisted language learning
- pseudo feedback
- foreign language
- query specific
- mobile language learning
- language modelling
- pseudo relevance feedback
- statistical language modeling
- information retrieval systems
- retrieval systems
- e learning
- translation model
- term frequency
- tf idf
- image retrieval
- language skills
- retrieval accuracy
- divergence from randomness
- average precision
- learning experience
- relevance feedback