Unsupervised Calibration through Prior Adaptation for Text Classification using Large Language Models.
Lautaro EstiennePublished in: CoRR (2023)
Keyphrases
- language model
- text classification
- language modeling
- n gram
- speech recognition
- information retrieval
- probabilistic model
- topic modeling
- language modelling
- document retrieval
- bag of words
- text categorization
- statistical language modeling
- retrieval model
- text documents
- query expansion
- text mining
- test collection
- vector space model
- statistical language models
- machine learning
- feature selection
- language models for information retrieval
- query terms
- smoothing methods
- relevance model
- naive bayes
- supervised learning
- context sensitive
- cross lingual
- document length
- document ranking
- naive bayes classifier
- pseudo relevance feedback
- semi supervised
- sentiment classification
- translation model
- okapi bm
- data mining
- knn
- text classifiers
- semantic features
- term frequency
- sentiment analysis
- training data
- natural language processing
- topic models