Discriminative Language Model as Semantic Consistency Scorer for Prompt-based Few-Shot Text Classification.
Zhipeng XieYahe LiPublished in: CoRR (2022)
Keyphrases
- language model
- text classification
- language modeling
- n gram
- semantic features
- feature selection
- document retrieval
- retrieval model
- bag of words
- query expansion
- probabilistic model
- test collection
- speech recognition
- information retrieval
- language modelling
- text categorization
- statistical language modeling
- context sensitive
- ad hoc information retrieval
- mixture model
- machine learning
- visual features
- unsupervised learning
- smoothing methods
- low level features
- natural language
- query terms
- cross lingual
- sentiment analysis
- knn
- semi supervised
- text documents
- text classifiers
- translation model
- naive bayes
- word clouds
- vector space model
- multi label
- semantic information
- labeled data
- information retrieval systems
- text mining
- key frames
- pseudo relevance feedback
- bayesian network classifiers
- multiword
- semantic roles
- query specific
- relevance feedback
- multimedia