Noise in Relation Classification Dataset TACRED: Characterization and Reduction.
Akshay ParekhAshish AnandAmit AwekarPublished in: CoRR (2023)
Keyphrases
- benchmark datasets
- pattern recognition
- text classification
- feature set
- pattern classification
- decision trees
- classification accuracy
- training dataset
- machine learning
- feature extraction
- classification models
- automatic classification
- image classification
- classification scheme
- support vector machine svm
- classification method
- decision rules
- machine learning algorithms
- model selection
- database
- noise model
- classification process
- uci datasets
- fold cross validation
- class imbalance
- noise level
- cost sensitive
- noisy data
- machine learning methods
- missing data
- support vector
- neural network