DeepLens: Interactive Out-of-distribution Data Detection in NLP Models.
Da SongZhijie WangYuheng HuangLei MaTianyi ZhangPublished in: CoRR (2023)
Keyphrases
- data distribution
- accurate models
- historical data
- data sources
- data structure
- data analysis
- experimental data
- spatial data
- data points
- data mining techniques
- data processing
- data sets
- data visualization
- synthetic data
- high dimensional data
- anomaly detection
- input data
- image data
- statistical analysis
- database
- probability distribution
- interactive exploration
- uniformly distributed
- feature selection
- high quality
- original data
- statistical methods
- statistical models
- association rules
- probabilistic model
- sensor data
- missing data
- knowledge discovery