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MultiWOZ-DF -- A Dataflow implementation of the MultiWOZ dataset. (arXiv:2211.02303v1 [cs.CL])
Nov. 7, 2022, 2:15 a.m. | Joram Meron, Victor Guimarães
cs.CL updates on arXiv.org arxiv.org
Semantic Machines (SM) have introduced the use of the dataflow (DF) paradigm
to dialogue modelling, using computational graphs to hierarchically represent
user requests, data, and the dialogue history [Semantic Machines et al. 2020].
Although the main focus of that paper was the SMCalFlow dataset (to date, the
only dataset with "native" DF annotations), they also reported some results of
an experiment using a transformed version of the commonly used MultiWOZ dataset
[Budzianowski et al. 2018] into a DF format. In …
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