Search Results for author: Jun Quan

Found 5 papers, 1 papers with code

RiSAWOZ: A Large-Scale Multi-Domain Wizard-of-Oz Dataset with Rich Semantic Annotations for Task-Oriented Dialogue Modeling

1 code implementation EMNLP 2020 Jun Quan, Shian Zhang, Qian Cao, Zizhong Li, Deyi Xiong

In order to alleviate the shortage of multi-domain data and to capture discourse phenomena for task-oriented dialogue modeling, we propose RiSAWOZ, a large-scale multi-domain Chinese Wizard-of-Oz dataset with Rich Semantic Annotations.

Dialogue State Tracking Intent Detection +3

Modeling Long Context for Task-Oriented Dialogue State Generation

no code implementations ACL 2020 Jun Quan, Deyi Xiong

Based on the recently proposed transferable dialogue state generator (TRADE) that predicts dialogue states from utterance-concatenated dialogue context, we propose a multi-task learning model with a simple yet effective utterance tagging technique and a bidirectional language model as an auxiliary task for task-oriented dialogue state generation.

Language Modelling Multi-Task Learning

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