Web: http://arxiv.org/abs/2110.06800

Jan. 27, 2022, 2:10 a.m. | Harrison Lee, Raghav Gupta, Abhinav Rastogi, Yuan Cao, Bin Zhang, Yonghui Wu

cs.CL updates on arXiv.org arxiv.org

Zero/few-shot transfer to unseen services is a critical challenge in
task-oriented dialogue research. The Schema-Guided Dialogue (SGD) dataset
introduced a paradigm for enabling models to support an unlimited number of
services without additional data collection or re-training through the use of
schemas. Schemas describe APIs in natural language, which models consume to
understand the services they need to support. However, the impact of the choice
of language in these schemas on model performance remains unexplored. We
address this by releasing …

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