Multi-Task Learning for Chemical Named Entity Recognition with Chemical Compound Paraphrasing.
Taiki WatanabeAkihiro TamuraTakashi NinomiyaTakuya MakinoTomoya IwakuraPublished in: EMNLP/IJCNLP (1) (2019)
Keyphrases
- named entity recognition
- multi task learning
- information extraction
- natural language processing
- named entities
- multi task
- conditional random fields
- maximum entropy
- text summarization
- learning tasks
- gaussian processes
- semi supervised
- high order
- theoretical analysis
- question answering
- transfer learning
- information retrieval
- learning problems
- context sensitive
- text categorization
- higher order
- supervised learning
- probabilistic model
- active learning