The Promises and Pitfalls of Using Language Models to Measure Instruction Quality in Education.
Paiheng XuJing LiuNathan JonesJulie CohenWei AiPublished in: CoRR (2024)
Keyphrases
- language model
- language modeling
- n gram
- probabilistic model
- information retrieval
- document retrieval
- speech recognition
- query expansion
- retrieval model
- ad hoc information retrieval
- test collection
- pseudo relevance feedback
- language modelling
- document length
- context sensitive
- smoothing methods
- statistical language models
- similarity measure
- e learning
- document ranking
- retrieval systems
- distance measure
- translation model
- language model for information retrieval
- statistical language modeling
- word error rate
- machine learning
- hidden markov models