UD_BBC: Named entity recognition in social network combined BERT-BiLSTM-CRF with active learning.
Wei LiYajun DuXianyong LiXiaoliang ChenChunzhi XieHui LiXiaolei LiPublished in: Eng. Appl. Artif. Intell. (2022)
Keyphrases
- named entity recognition
- conditional random fields
- active learning
- semi supervised
- information extraction
- social networks
- named entities
- natural language processing
- maximum entropy
- sequence labeling
- text summarization
- relation extraction
- hidden markov models
- annotated corpus
- machine learning
- graphical models
- supervised learning
- probabilistic model
- learning algorithm
- classifier ensemble
- information retrieval
- text mining
- relevance feedback
- pairwise
- crf model
- proper names
- learning process
- artificial intelligence
- dependency parsing
- data sets
- maximum entropy classifier