Multichannel LSTM-CRF for Named Entity Recognition in Chinese Social Media.
Chuanhai DongHuijia WuJiajun ZhangChengqing ZongPublished in: CCL (2017)
Keyphrases
- named entity recognition
- text summarization
- social media
- conditional random fields
- information extraction
- named entities
- natural language processing
- maximum entropy
- sequence labeling
- crf model
- social networks
- graphical models
- probabilistic model
- recurrent neural networks
- relation extraction
- markov random field
- higher order
- semi supervised
- annotated corpus
- hidden markov models
- generative model
- pairwise
- classifier ensemble
- question answering
- superpixels
- databases
- named entity disambiguation
- image processing
- artificial intelligence
- information retrieval
- machine learning