Dataflow Dialogue Generation

1 code implementation • 4 Aug 2023 • Joram Meron, Victor Guimarães

We demonstrate task-oriented dialogue generation within the dataflow dialogue paradigm.

Dialogue Generation Translation

MultiWOZ-DF -- A Dataflow implementation of the MultiWOZ dataset

1 code implementation • 4 Nov 2022 • Joram Meron, Victor Guimarães

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].

Simplifying Dataflow Dialogue Design

1 code implementation • 28 Jun 2022 • Joram Meron

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 released\footnote{https://github. com/telepathylabsai/OpenDF}, which can serve as a sandbox allowing researchers to easily implement, and experiment with, new DF dialogue designs.

Simplifying Semantic Annotations of SMCalFlow

1 code implementation • ISA (LREC) 2022 • Joram Meron

SMCalFlow is a large corpus of semantically detailed annotations of task-oriented natural dialogues.