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