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Hongzhi Zhao

2 accepted papers

2022

GraphMemDialog: Optimizing End-to-End Task-Oriented Dialog Systems Using Graph Memory Networks

AAAI 2022technical

Effectively integrating knowledge into end-to-end task-oriented dialog systems remains a challenge. It typically requires incorporation of an external knowledge base (KB) and capture of the intrinsic semantics of the dialog history. Recent research shows promising results by using Sequence-to-Sequen…

Cited by 18SourcePDFScholar
2021

Spoken Language Understanding for Task-oriented Dialogue Systems with Augmented Memory Networks

NAACL 2021long

Spoken language understanding, usually including intent detection and slot filling, is a core component to build a spoken dialog system. Recent research shows promising results by jointly learning of those two tasks based on the fact that slot filling and intent detection are sharing semantic knowle…

Cited by 16SourcePDFScholar