2021
Optimizing NLU Reranking Using Entity Resolution Signals in Multi-domain Dialog Systems
NAACL 2021industry
In dialog systems, the Natural Language Understanding (NLU) component typically makes the interpretation decision (including domain, intent and slots) for an utterance before the mentioned entities are resolved. This may result in intent classification and slot tagging errors. In this work, we propo…