Named entity recognition of legal judgment based on small-scale labeled data.
Jiaxi LiuLin YeHongli ZhangXiaoding GuoPublished in: CIAT (2020)
Keyphrases
- small scale
- named entity recognition
- labeled data
- semi supervised
- unlabeled data
- semi supervised learning
- supervised learning
- information extraction
- labeled and unlabeled data
- text summarization
- active learning
- natural language processing
- pairwise
- named entities
- text classification
- unsupervised learning
- domain adaptation
- maximum entropy
- transfer learning
- co training
- classifier ensemble
- training examples
- class labels
- conditional random fields
- generative model
- text categorization
- training data
- relation extraction
- databases
- learning algorithm
- artificial intelligence
- k means
- em algorithm
- prior knowledge