Weakly Supervised Text Classification using Supervision Signals from a Language Model.
Ziqian ZengWeimin NiTianqing FangXiang LiXinran ZhaoYangqiu SongPublished in: NAACL-HLT (Findings) (2022)
Keyphrases
- weakly supervised
- language model
- text classification
- language modeling
- n gram
- topic models
- object class
- relation extraction
- probabilistic model
- text mining
- superpixels
- semi supervised
- bag of words
- text categorization
- information retrieval
- text documents
- labeled data
- named entities
- semantic features
- machine learning
- active learning
- mixture model
- feature selection
- multi label
- text classifiers
- translation model
- unlabeled data
- object detectors
- information extraction
- visual words
- expectation maximization
- graphical models
- co occurrence
- data analysis
- object recognition