Re-weighting Tokens: A Simple and Effective Active Learning Strategy for Named Entity Recognition.
Haocheng LuoWei TanNgoc Dang NguyenLan DuPublished in: EMNLP (Findings) (2023)
Keyphrases
- learning strategies
- named entity recognition
- information extraction
- named entities
- active learning
- text summarization
- natural language processing
- online learning
- maximum entropy
- semi supervised
- conditional random fields
- annotated corpus
- relation extraction
- proper names
- information retrieval
- sequence labeling
- tf idf
- model selection
- pairwise
- association rules
- object recognition