Contrastive Training Improves Zero-Shot Classification of Semi-structured Documents.
Muhammad KhalifaYogarshi VyasShuai WangGraham HorwoodSunil MallyaMiguel BallesterosPublished in: ACL (Findings) (2023)
Keyphrases
- semi structured documents
- training set
- training phase
- training samples
- supervised learning
- classification accuracy
- support vector machine svm
- labelled data
- support vector
- pattern recognition
- multi layer perceptron
- classification method
- machine learning
- training process
- semi structured
- multi class
- classification algorithm
- training examples
- classification performances
- image classification
- model selection
- database
- support vector machine
- feature vectors
- feature space
- data sets
- text classification
- semi supervised
- integrity constraints
- active learning
- keywords
- feature extraction