Fighting Against the Repetitive Training and Sample Dependency Problem in Few-Shot Named Entity Recognition.
Chang TianWenpeng YinDan LiMarie-Francine MoensPublished in: IEEE Access (2024)
Keyphrases
- named entity recognition
- information extraction
- named entities
- natural language processing
- text summarization
- conditional random fields
- maximum entropy
- semi supervised
- relation extraction
- sequence labeling
- proper names
- training set
- training samples
- chinese named entity recognition
- classifier ensemble
- text mining
- maximum entropy classifier
- prior knowledge
- object recognition
- annotated corpus
- structured prediction
- question answering
- video content
- artificial intelligence
- video data
- graphical models
- supervised learning
- hidden markov models
- video sequences