Augmenting Low-Resource Text Classification with Graph-Grounded Pre-training and Prompting.
Zhihao WenYuan FangPublished in: SIGIR (2023)
Keyphrases
- text classification
- text classifiers
- text classification tasks
- labeled training data
- bag of words
- training corpus
- feature selection
- text categorization
- labeled data
- machine learning
- knn
- structured data
- graph theory
- directed graph
- graph model
- text mining
- naive bayes
- random walk
- training process
- k nearest neighbor
- sentiment analysis
- graph structure
- graph representation
- graph mining
- text data
- resource management
- resource allocation
- bipartite graph
- graph matching
- unlabeled data
- active learning
- weighted graph
- text documents
- databases
- n gram
- training examples
- language model
- data mining
- neural network