Improving Distantly Supervised Relation Extraction with Self-Ensemble Noise Filtering.
Tapas NayakNavonil MajumderSoujanya PoriaPublished in: CoRR (2021)
Keyphrases
- relation extraction
- noise filtering
- automatic extraction
- information extraction
- domain specific
- semantic relations
- named entities
- question answering
- noise reduction
- feature selection
- data preprocessing
- denoising
- named entity recognition
- noise detection
- filtering method
- ensemble methods
- semantic features
- semi supervised
- data mining
- learning algorithm
- machine learning
- low signal to noise ratio
- random forest
- training data
- supervised learning
- active learning
- object recognition
- data analysis
- knowledge discovery