Modeling Noisiness to Recognize Named Entities using Multitask Neural Networks on Social Media.
Gustavo AguilarAdrián Pastor López-MonroyFabio Augusto González OsorioThamar SolorioPublished in: NAACL-HLT (2018)
Keyphrases
- named entities
- multi task
- social media
- neural network
- named entity extraction
- information extraction
- natural language processing
- named entity recognition
- co occurrence
- learning tasks
- text mining
- multi task learning
- multitask learning
- pattern recognition
- unsupervised learning
- question answering
- transfer learning
- multi class
- artificial intelligence
- news articles
- prior knowledge
- gaussian processes
- bayesian networks
- social networks