Yushu Yang — accepted AI-conference papers

2021

Converse, Focus and Guess – Towards Multi-Document Driven Dialogue

Han Liu, Caixia Yuan, Xiaojie Wang, Yushu Yang, Huixing Jiang, Zhongyuan Wang

AAAI 2021technical

We propose a novel task, Multi-Document Driven Dialogue (MD3), in which an agent can guess the target document that the user is interested in by leading a dialogue. To benchmark progress, we introduce a new dataset of GuessMovie, which contains 16,881 documents, each describing a movie, and associat…

Cited by 1 Source ↗PDF ↗code ↗Scholar ↗

2020

Syntactic Graph Convolutional Network for Spoken Language Understanding

Keqing He, Shuyu Lei, Yushu Yang, Huixing Jiang, Zhongyuan Wang

COLING 2020main

Slot filling and intent detection are two major tasks for spoken language understanding. In most existing work, these two tasks are built as joint models with multi-task learning with no consideration of prior linguistic knowledge. In this paper, we propose a novel joint model that applies a graph c…

Cited by 10 Source ↗PDF ↗Scholar ↗