Complex Named Entity Recognition via Deep Multi-task Learning from Scratch.
Guangyu ChenTao LiuDeyuan ZhangBo YuBaoxun WangPublished in: NLPCC (1) (2018)
Keyphrases
- named entity recognition
- multi task learning
- information extraction
- named entities
- multi task
- natural language processing
- maximum entropy
- text summarization
- learning tasks
- conditional random fields
- learning problems
- semi supervised
- gaussian processes
- transfer learning
- machine learning
- theoretical analysis
- inductive learning
- text categorization
- data sets
- multi class
- knowledge discovery
- k means
- learning algorithm
- information retrieval
- data mining