Prompt2Model: Generating Deployable Models from Natural Language Instructions.
Vijay ViswanathanChenyang ZhaoAmanda BertschTongshuang WuGraham NeubigPublished in: EMNLP (Demos) (2023)
Keyphrases
- probabilistic model
- natural language
- experimental data
- statistical model
- hybrid model
- autoregressive
- formal model
- linear regression
- modeling framework
- modeling method
- prior knowledge
- statistical models
- analytical model
- model fitting
- hierarchical model
- random fields
- classification models
- machine learning
- theoretical models
- generic model
- statistical methods
- process model
- computational model
- accurate models
- multiple models
- goodness of fit
- nonlinear models
- diffusion model
- forecasting model
- prediction model
- stochastic model
- model construction
- computational models
- neural network model
- mathematical model
- question answering
- probability distribution
- hidden markov models
- image segmentation