Enhancing Distantly Supervised Named Entity Recognition with Strong Label Guided Lottery Training.
Zhiyuan MaJintao DuChanghua MengWeiqiang WangPublished in: LREC/COLING (2024)
Keyphrases
- named entity recognition
- semi supervised
- information extraction
- supervised learning
- named entities
- natural language processing
- sequence labeling
- text summarization
- conditional random fields
- maximum entropy
- pairwise
- structured prediction
- relation extraction
- annotated corpus
- classifier ensemble
- training set
- class labels
- pos taggers
- maximum entropy classifier
- unsupervised learning
- unlabeled data
- weakly supervised
- learning algorithm
- proper names
- labeled data
- generative model
- text mining
- multi label
- co occurrence
- active learning
- training data
- feature selection
- named entity recognizer
- data sets