Evaluating the Utility of Model Configurations and Data Augmentation on Clinical Semantic Textual Similarity.
Yuxia WangFei LiuKarin VerspoorTimothy BaldwinPublished in: BioNLP (2020)
Keyphrases
- experimental data
- data sets
- probability distribution
- similarity measure
- high level
- simulation data
- test data
- data collection
- prior knowledge
- data analysis
- data sources
- probabilistic model
- learning models
- data points
- database
- input data
- raw data
- data quality
- statistical analysis
- semantic models
- knowledge discovery
- natural language
- data structure
- data processing
- image data
- computational model
- spatial data
- domain knowledge
- xml documents
- similarity function
- semantic similarity
- objective function
- neural network