Automatic Generation of Model and Data Cards: A Step Towards Responsible AI.
Jiarui LiuWenkai LiZhijing JinMona T. DiabPublished in: NAACL-HLT (2024)
Keyphrases
- experimental data
- probability distribution
- data sets
- input data
- prior knowledge
- synthetic data
- network structure
- test data
- database
- training data
- objective function
- missing data
- computational model
- original data
- predictive model
- measured data
- computer systems
- intelligent systems
- simulation data
- data mining techniques
- artificial intelligence
- high quality
- expert systems
- case based reasoning
- raw data
- neural network
- machine learning
- learned models
- data samples
- data processing
- empirical data
- learning models
- neural network model
- decision trees
- parameter estimation
- statistical methods
- data collection
- data structure
- data analysis
- statistical model
- probabilistic model
- end users