Multi-Task Learning with Contextualized Word Representations for Extented Named Entity Recognition.
Thai-Hoang PhamKhai MaiMinh Trung NguyenNguyen Tuan DucDanushka BollegalaRyohei SasanoSatoshi SekinePublished in: CoRR (2019)
Keyphrases
- named entity recognition
- multi task learning
- multi task
- named entities
- information extraction
- natural language processing
- maximum entropy classifier
- text summarization
- maximum entropy
- learning tasks
- conditional random fields
- learning problems
- semi supervised
- named entity recognizer
- gaussian processes
- co occurrence
- high order
- theoretical analysis
- transfer learning
- learning algorithm
- higher order
- natural language
- high dimensional
- learning models
- machine learning
- inductive learning
- multi class
- supervised learning
- learning experience
- similarity measure
- question answering
- graph cuts