Self-Attention Enhanced Selective Gate with Entity-Aware Embedding for Distantly Supervised Relation Extraction.
Yang LiGuodong LongTao ShenTianyi ZhouLina YaoHuan HuoJing JiangPublished in: CoRR (2019)
Keyphrases
- relation extraction
- named entities
- weakly supervised
- coreference resolution
- entity extraction
- named entity recognizer
- automatic extraction
- information extraction
- unsupervised learning
- domain specific
- named entity recognition
- semantic relations
- semantic role labeling
- broad coverage
- dependency trees
- question answering
- semantic features
- learning algorithm
- co occurrence
- parse tree
- text mining
- supervised learning
- feature selection
- text documents
- natural language processing
- contextual information
- noun phrases
- machine learning
- semi supervised
- knn
- probabilistic model
- metadata
- artificial intelligence
- information retrieval