Language Model Classifier Aligns Better with Physician Word Sensitivity than XGBoost on Readmission Prediction.
Grace YangMing CaoLavender Y. JiangXujin C. LiuAlexander T. M. CheungHannah WeissDavid KurlandKyunghyun ChoEric K. OermannPublished in: CoRR (2022)
Keyphrases
- language model
- n gram
- language modeling
- translation model
- word clouds
- word error rate
- prediction accuracy
- probabilistic model
- speech recognition
- retrieval model
- multiword
- information retrieval
- statistical machine translation
- query expansion
- statistical language modeling
- context sensitive
- language modelling
- document retrieval
- mixture model
- ad hoc information retrieval
- word segmentation
- query terms
- feature space
- test collection
- smoothing methods
- statistical language models
- decision trees
- co occurrence
- text classification
- document length
- naive bayes classifier
- vector space model
- word level
- word recognition
- relevance model
- automatic speech recognition
- cross lingual
- word sense disambiguation
- error rate