Which Spurious Correlations Impact Reasoning in NLI Models? A Visual Interactive Diagnosis through Data-Constrained Counterfactuals.
Robin ChanAfra AminiMennatallah El-AssadyPublished in: CoRR (2023)
Keyphrases
- data sets
- raw data
- experimental data
- data collection
- data analysis
- prior knowledge
- data sources
- database
- correlation analysis
- knowledge representation
- data structure
- probabilistic model
- data processing
- image data
- spatial data
- input data
- knowledge discovery
- data points
- probability distribution
- data mining tools
- spatial correlation
- knowledge base
- accurate models
- model based reasoning