DeepLens: Interactive Out-of-distribution Data Detection in NLP Models.
Da SongZhijie WangYuheng HuangLei MaTianyi ZhangPublished in: CHI (2023)
Keyphrases
- data sets
- experimental data
- data analysis
- data distribution
- data processing
- historical data
- original data
- probability distribution
- training data
- data collection
- incomplete data
- synthetic data
- detection method
- statistical methods
- database
- spatial data
- false positives
- missing data
- data structure
- high quality
- uniformly distributed
- data sources
- prior knowledge
- accurate models
- machine translation
- statistical analysis
- knowledge discovery
- data points
- machine learning