53 citations · 127 across the 7 of their papers we have counts for
4 papers · 1 filter
The Eighth Dialog System Technology Challenge
Seokhwan Kim, Michel Galley, Chulaka Gunasekara +18
This paper introduces the Eighth Dialog System Technology Challenge. In line with recent challenges, the eighth edition focuses on applying end-to-end dialog technologies in a prag…
Extremely Small BERT Models from Mixed-Vocabulary Training
Sanqiang Zhao, Raghav Gupta, Yang Song +1
Pretrained language models like BERT have achieved good results on NLP tasks, but are impractical on resource-limited devices due to memory footprint. A large fraction of this foot…
Towards Scalable Multi-domain Conversational Agents: The Schema-Guided Dialogue Dataset
Abhinav Rastogi, Xiaoxue Zang, Srinivas Sunkara +2
Virtual assistants such as Google Assistant, Alexa and Siri provide a conversational interface to a large number of services and APIs spanning multiple domains. Such systems need t…
Robust Zero-Shot Cross-Domain Slot Filling with Example Values
Darsh J Shah, Raghav Gupta, Amir A Fayazi +1
Task-oriented dialog systems increasingly rely on deep learning-based slot filling models, usually needing extensive labeled training data for target domains. Often, however, littl…