However data sources in VPA systems pose new challenges, such as variability and ambiguities in natural language, or short utterances that rarely contain contextual information, etc.
sLU plays an important role in allowing any sophisticated spoken dialog system (e.g., DARPA Calo (Berry et al., 2011), siri, etc.)