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C2C-GenDA: Cluster-to-Cluster Generation for Data Augmentation of Slot Filling


Dec 13, 2020
Yutai Hou, Sanyuan Chen, Wanxiang Che, Cheng Chen, Ting Liu

* Accepted by AAAI-2021 

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Few-shot Learning for Multi-label Intent Detection


Oct 11, 2020
Yutai Hou, Yongkui Lai, Yushan Wu, Wanxiang Che, Ting Liu


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FewJoint: A Few-shot Learning Benchmark for Joint Language Understanding


Sep 17, 2020
Yutai Hou, Jiafeng Mao, Yongkui Lai, Cheng Chen, Wanxiang Che, Zhigang Chen, Ting Liu

* Code and dataset is available at: https://github.com/AtmaHou/MetaDialog 

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Few-shot Slot Tagging with Collapsed Dependency Transfer and Label-enhanced Task-adaptive Projection Network


Jun 10, 2020
Yutai Hou, Wanxiang Che, Yongkui Lai, Zhihan Zhou, Yijia Liu, Han Liu, Ting Liu

* Accepted by ACL2020 

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Recall and Learn: Fine-tuning Deep Pretrained Language Models with Less Forgetting


Apr 27, 2020
Sanyuan Chen, Yutai Hou, Yiming Cui, Wanxiang Che, Ting Liu, Xiangzhan Yu


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A Corpus-free State2Seq User Simulator for Task-oriented Dialogue


Sep 10, 2019
Yutai Hou, Meng Fang, Wanxiang Che, Ting Liu

* Accepted by CCL2019 

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Few-Shot Sequence Labeling with Label Dependency Transfer


Jun 20, 2019
Yutai Hou, Zhihan Zhou, Yijia Liu, Ning Wang, Wanxiang Che, Han Liu, Ting Liu


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Sequence-to-Sequence Data Augmentation for Dialogue Language Understanding


Jul 04, 2018
Yutai Hou, Yijia Liu, Wanxiang Che, Ting Liu

* Accepted By COLING2018 

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