Mr-Fosdick at SemEval-2023 Task 5: Comparing Dataset Expansion Techniques for Non-Transformer and Transformer Models: Improving Model Performance through Data Augmentation.
Christian FalkenbergErik SchönwälderTom RietzkeChris-Andris GörnerRobert WaltherJulius GonsiorAnja ReuschPublished in: SemEval@ACL (2023)
Keyphrases
- experimental data
- probabilistic model
- accurate models
- learning models
- input data
- subject specific
- statistical model
- predictive model
- test data
- statistical models
- statistical methods
- probability distribution
- prior knowledge
- models built
- empirical data
- data sets
- learned models
- discrete data
- image data
- synthetic data
- data points
- computational model
- measured data
- hybrid model
- autoregressive
- database
- missing data
- data analysis
- classification models
- fuzzy logic
- explanatory variables
- relational models
- data sources
- metamodel
- computational models
- network structure
- linear model
- historical data
- bayesian framework
- neural network model
- mathematical model