Relation Extraction: Perspective from Convolutional Neural Networks.
Thien Huu NguyenRalph GrishmanPublished in: VS@HLT-NAACL (2015)
Keyphrases
- relation extraction
- convolutional neural networks
- information extraction
- automatic extraction
- named entities
- domain specific
- semantic role labeling
- semantic relations
- semantic features
- question answering
- dependency tree
- tree kernels
- convolutional network
- named entity recognition
- dependency trees
- broad coverage
- reference resolution
- co occurrence
- text mining
- information retrieval
- text classification
- parse tree
- natural language processing
- domain knowledge
- active learning
- search engine