Weakly Supervised Text Classification using Supervision Signals from a Language Model.
Ziqian ZengWeimin NiTianqing FangXiang LiXinran ZhaoYangqiu SongPublished in: CoRR (2022)
Keyphrases
- weakly supervised
- language model
- text classification
- language modeling
- n gram
- topic models
- relation extraction
- text mining
- probabilistic model
- information retrieval
- bag of words
- object class
- superpixels
- semi supervised
- text categorization
- semantic features
- feature selection
- machine learning
- named entities
- labeled data
- mixture model
- text classifiers
- translation model
- search engine
- unsupervised learning
- text documents
- knowledge discovery
- multiscale
- active learning
- knn
- information extraction
- object classes
- automatic extraction
- training data
- object detectors
- co occurrence
- decision trees
- data mining
- semi supervised learning