Regression Bugs Are In Your Model! Measuring, Reducing and Analyzing Regressions In NLP Model Updates.
Yuqing XieYi-An LaiYuanjun XiongYi ZhangStefano SoattoPublished in: ACL/IJCNLP (1) (2021)
Keyphrases
- probabilistic model
- high level
- statistical model
- genetic algorithm
- formal model
- mathematical model
- computational model
- probability distribution
- similarity measure
- social networks
- expert systems
- case study
- information extraction
- least squares
- source code
- decision trees
- artificial intelligence
- database
- prediction model