Distributed Representation, LDA Topic Modelling and Deep Learning for Emerging Named Entity Recognition from Social Media.
Patrick JanssonShuhua LiuPublished in: NUT@EMNLP (2017)
Keyphrases
- named entity recognition
- deep learning
- social media
- named entities
- information extraction
- latent dirichlet allocation
- topic models
- natural language processing
- weakly supervised
- text summarization
- maximum entropy
- semi supervised
- machine learning
- conditional random fields
- unsupervised learning
- relation extraction
- question answering
- generative model
- principal component analysis
- text mining
- mental models
- face recognition
- data mining
- image representation
- semantic relations
- learning process
- object recognition
- pattern recognition