Impact of Training Instance Selection on Domain-Specific Entity Extraction using BERT.
Eileen SalhoferXinglan LiuRoman KernPublished in: NAACL-HLT (Student Research Workshop) (2022)
Keyphrases
- instance selection
- domain specific
- entity extraction
- relation extraction
- supervised learning
- nearest neighbor
- data reduction
- general purpose
- classification accuracy
- training set
- text classification
- semi supervised learning
- multiple instance learning
- information extraction
- knowledge discovery and data mining
- training process
- artificial intelligence
- databases
- multi class
- semantic relations
- automatic extraction
- machine learning
- knn
- search engine
- feature selection
- evaluation criteria
- question answering
- unsupervised learning
- clustering algorithm
- natural language processing
- support vector machine