A comprehensive exploration of semantic relation extraction via pre-trained CNNs.
Qing LiLili LiWeinan WangQi LiJiang ZhongPublished in: Knowl. Based Syst. (2020)
Keyphrases
- relation extraction
- pre trained
- semantic features
- domain specific
- automatic extraction
- information extraction
- named entities
- semantic relations
- dependency trees
- semantic information
- semantic role labeling
- named entity recognition
- question answering
- tree kernels
- training examples
- semantic similarity
- visual features
- wordnet
- training data
- data sets
- low level features
- natural language
- high level
- general purpose
- metadata
- machine learning
- maximum entropy
- higher level
- feature vectors
- learning algorithm
- neural network