Which Spurious Correlations Impact Reasoning in NLI Models? A Visual Interactive Diagnosis through Data-Constrained Counterfactuals.
Robin ChanAfra AminiMennatallah El-AssadyPublished in: ACL (demo) (2023)
Keyphrases
- data sets
- prior knowledge
- experimental data
- neural network
- data collection
- data analysis
- raw data
- data sources
- data visualization
- data structure
- user interaction
- historical data
- training data
- image data
- accurate models
- knowledge discovery
- high quality
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- knowledge base
- synthetic data
- predictive model
- correlation analysis
- original data
- visual information
- spatial data
- missing data
- computer systems
- data mining techniques
- association rules
- feature space
- bayesian networks