Why Generate When You Can Discriminate? A Novel Technique for Text Classification using Language Models.
Sachin PawarNitin RamrakhiyaniAnubhav SinhaManoj ApteGirish K. PalshikarPublished in: EACL (Findings) (2024)
Keyphrases
- language model
- text classification
- language modeling
- n gram
- retrieval model
- probabilistic model
- statistical language modeling
- document retrieval
- statistical language models
- query expansion
- information retrieval
- speech recognition
- test collection
- bag of words
- language modelling
- text categorization
- context sensitive
- naive bayes
- machine learning
- multi label
- text mining
- query terms
- language models for information retrieval
- smoothing methods
- relevance model
- term frequency
- text documents
- pseudo relevance feedback
- sentiment analysis
- data analysis
- ad hoc information retrieval
- vector space model
- cross lingual
- sentiment classification
- semantic features
- decision trees
- translation model
- query specific
- feature selection
- image classification