Revisiting Sample Size Determination in Natural Language Understanding.
Ernie ChangMuhammad Hassan RashidPin-Jie LinChangsheng ZhaoVera DembergYangyang ShiVikas ChandraPublished in: CoRR (2023)
Keyphrases
- sample size
- natural language understanding
- text understanding
- semantic analysis
- natural language
- knowledge representation
- model selection
- upper bound
- language understanding
- natural language processing
- covariance matrix
- progressive sampling
- semantic representations
- random sampling
- small sample size
- small sample
- dialogue system
- pac learning
- variance reduction
- random sample
- artificial intelligence
- small samples
- data structure
- search engine
- machine learning
- spoken dialog systems
- data sets