Discriminative Language Model as Semantic Consistency Scorer for Prompt-based Few-Shot Text Classification.
Zhipeng XieYahe LiPublished in: LREC/COLING (2024)
Keyphrases
- language model
- text classification
- language modeling
- n gram
- semantic features
- feature selection
- bag of words
- document retrieval
- speech recognition
- information retrieval
- language modelling
- unsupervised learning
- visual features
- probabilistic model
- query expansion
- mixture model
- text mining
- retrieval model
- text documents
- statistical language modeling
- context sensitive
- test collection
- cross lingual
- semantic information
- semantic similarity
- text categorization
- semi supervised
- smoothing methods
- multi label
- vector space model
- low level features
- relevance model
- translation model
- ad hoc information retrieval
- naive bayes
- labeled data
- query terms
- natural language
- sentiment analysis
- knn
- multimedia
- text classifiers
- document clustering
- query specific
- hidden markov models
- machine learning
- semi supervised learning
- word clouds