Structured Named Entity Recognition (NER) in Biomedical Texts Using Pre-Trained Language Models.
Pinar SavciBihter DasPublished in: ISDFS (2024)
Keyphrases
- named entity recognition
- language model
- pre trained
- genia corpus
- information extraction
- named entities
- language modeling
- information retrieval
- natural language processing
- probabilistic model
- maximum entropy
- n gram
- conditional random fields
- text documents
- text summarization
- semi supervised
- training data
- speech recognition
- text mining
- query expansion
- annotated corpus
- retrieval model
- training examples
- relation extraction
- question answering
- co occurrence
- natural language
- translation model
- query terms
- text classification
- markov random field
- named entity recognizer
- maximum entropy classifier
- data mining
- chinese named entity recognition
- pseudo relevance feedback
- labeled data
- unsupervised learning
- training set
- learning algorithm
- machine learning