Impact of Model Size on Fine-tuned LLM Performance in Data-to-Text Generation: A State-of-the-Art Investigation.
Joy MahapatraUtpal GarainPublished in: CoRR (2024)
Keyphrases
- data sets
- experimental data
- input data
- data analysis
- measured data
- learned models
- probability distribution
- raw data
- probabilistic model
- data collection
- data processing
- learning models
- image data
- computational model
- mathematical model
- training data
- data quality
- test data
- network structure
- data mining techniques
- knowledge discovery
- data points
- end users
- objective function
- empirical data
- statistical methods
- simulation data
- text generation
- missing data
- synthetic data
- statistical analysis
- em algorithm
- data warehouse
- high level
- learning algorithm
- machine learning
- neural network