Using Random Forests in the Structured Language Model.
Peng XuFrederick JelinekPublished in: NIPS (2004)
Keyphrases
- random forests
- language model
- language modeling
- random forest
- n gram
- ensemble methods
- machine learning algorithms
- decision trees
- probabilistic model
- logistic regression
- document retrieval
- query expansion
- ad hoc information retrieval
- retrieval model
- information retrieval
- context sensitive
- smoothing methods
- structured data
- decision tree ensembles
- relevance model
- test collection
- mixture model
- generative model
- prediction accuracy
- translation model
- learning algorithm