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- W4283724247 abstract "In citep{andreas2020task-oriented}, a dataflow (DF) based dialogue system was introduced, showing clear advantages compared to many commonly used current systems. This was accompanied by the release of SMCalFlow, a practically relevant, manually annotated dataset, more detailed and much larger than any comparable dialogue dataset. Despite these remarkable contributions, the community has not shown further interest in this direction. What are the reasons for this lack of interest? And how can the community be encouraged to engage in research in this direction? One explanation may be the perception that this approach is too complex - both the the annotation and the system. This paper argues that this perception is wrong: 1) Suggestions for a simplified format for the annotation of the dataset are presented, 2) An implementation of the DF execution engine is releasedfootnote{https://github.com/telepathylabsai/OpenDF}, which can serve as a sandbox allowing researchers to easily implement, and experiment with, new DF dialogue designs. The hope is that these contributions will help engage more practitioners in exploring new ideas and designs for DF based dialogue systems." @default.
- W4283724247 created "2022-07-01" @default.
- W4283724247 creator A5051571081 @default.
- W4283724247 date "2022-06-28" @default.
- W4283724247 modified "2023-10-17" @default.
- W4283724247 title "Simplifying Dataflow Dialogue Design" @default.
- W4283724247 doi "https://doi.org/10.48550/arxiv.2206.14125" @default.
- W4283724247 hasPublicationYear "2022" @default.
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