HunFlair2 in a cross-corpus evaluation of biomedical named entity recognition and normalization tools.
Mario SängerSamuele GardaXing David WangLeon Weber-GenzelPia DroopBenedikt FuchsAlan AkbikUlf LeserPublished in: CoRR (2024)
Keyphrases
- named entity recognition
- information extraction
- genia corpus
- annotated corpus
- named entities
- natural language processing
- text summarization
- relation extraction
- text mining
- maximum entropy
- reference resolution
- semi supervised
- linguistic features
- machine learning
- conditional random fields
- named entity disambiguation
- classifier ensemble
- databases
- sequence labeling
- learning algorithm
- proper names
- artificial intelligence
- unsupervised learning
- co occurrence
- pos tagging
- information retrieval
- maximum entropy classifier