Universal Language Model Fine-tuning for Text Classification.
Jeremy HowardSebastian RuderPublished in: ACL (1) (2018)
Keyphrases
- fine tuning
- language model
- text classification
- language modeling
- n gram
- document retrieval
- probabilistic model
- bag of words
- text categorization
- text mining
- information retrieval
- query expansion
- machine learning
- retrieval model
- text classifiers
- feature selection
- statistical language modeling
- language modelling
- sentiment analysis
- speech recognition
- text documents
- ad hoc information retrieval
- fine tuned
- context sensitive
- sentiment classification
- statistical language models
- smoothing methods
- multi label
- query specific
- language model for information retrieval
- language models for information retrieval
- test collection
- mixture model
- data mining
- query terms
- cross lingual
- translation model
- semantic features
- knn
- domain specific
- pseudo relevance feedback
- naive bayes
- term frequency
- vector space model