Benchmarking for biomedical natural language processing tasks with a domain specific ALBERT.
Usman NaseemAdam G. DunnMatloob KhushiJinman KimPublished in: BMC Bioinform. (2022)
Keyphrases
- domain specific
- natural language processing
- information extraction
- text mining
- domain independent
- general purpose
- artificial intelligence
- textual data
- named entity recognition
- machine learning
- feature engineering
- entity extraction
- biomedical data
- knowledge representation
- natural language
- free text
- multi task
- semantic analysis
- relation extraction
- data sets
- description logics
- information retrieval
- learning algorithm
- multiple tasks
- text summarization
- automatic extraction
- data analysis
- semantic relations
- domain experts
- question answering