Prototype-Representations for Training Data Filtering in Weakly-Supervised Information Extraction.
Nasser ZalmoutXian LiPublished in: EMNLP (Industry Track) (2022)
Keyphrases
- weakly supervised
- information extraction
- relation extraction
- training data
- named entities
- weakly labeled
- object class
- named entity recognition
- topic models
- natural language processing
- learning algorithm
- text mining
- superpixels
- prior knowledge
- training set
- decision trees
- supervised learning
- domain specific
- machine learning
- question answering
- information retrieval
- conditional random fields
- automatic extraction
- data sets
- training examples
- training samples
- knowledge discovery
- data mining
- object detection
- multiscale
- active learning
- graph cuts
- graphical models