Large Language Model Augmented Exercise Retrieval for Personalized Language Learning.
Austin XuWill MonroeKlinton BicknellPublished in: CoRR (2024)
Keyphrases
- language learning
- language model
- retrieval model
- document retrieval
- ad hoc information retrieval
- test collection
- query expansion
- language modeling
- information retrieval
- language models for information retrieval
- query terms
- smoothing methods
- document length
- cross language retrieval
- statistical language models
- document ranking
- n gram
- query specific
- context sensitive
- relevance model
- language modelling
- foreign language
- speech recognition
- probabilistic model
- jelinek mercer
- statistical language modeling
- retrieval effectiveness
- computer assisted language learning
- retrieval systems
- mobile learning
- mixture model
- information retrieval systems
- pseudo relevance feedback
- divergence from randomness
- retrieval accuracy
- pseudo feedback
- relevant documents
- mobile language learning
- translation model
- retrieved documents
- term frequency
- tf idf