Competency Problems: On Finding and Removing Artifacts in Language Data.
Matt GardnerWilliam MerrillJesse DodgeMatthew E. PetersAlexis RossSameer SinghNoah A. SmithPublished in: EMNLP (1) (2021)
Keyphrases
- high quality
- data sets
- raw data
- application domains
- data analysis
- data collection
- data processing
- original data
- synthetic data
- background knowledge
- data mining tools
- data mining applications
- data objects
- databases
- database
- data structure
- statistical analysis
- optimization problems
- natural language
- spatial data
- genetic algorithm
- experimental data
- data acquisition
- small number
- image data
- data points
- noisy data
- prior knowledge
- complex data
- high dimensional