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GL-GIN: Fast and Accurate Non-Autoregressive Model for Joint Multiple Intent Detection and Slot Filling


Jun 03, 2021
Libo Qin, Fuxuan Wei, Tianbao Xie, Xiao Xu, Wanxiang Che, Ting Liu

* Accepted at ACL2021 (main conference) 

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Language Model as an Annotator: Exploring DialoGPT for Dialogue Summarization


May 28, 2021
Xiachong Feng, Xiaocheng Feng, Libo Qin, Bing Qin, Ting Liu

* ACL 2021 

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A Survey on Spoken Language Understanding: Recent Advances and New Frontiers


Mar 04, 2021
Libo Qin, Tianbao Xie, Wanxiang Che, Ting Liu

* Survey for SLU Direction. Resources in \url{https://github.com/yizhen20133868/Awesome-SLU-Survey

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Co-GAT: A Co-Interactive Graph Attention Network for Joint Dialog Act Recognition and Sentiment Classification


Dec 24, 2020
Libo Qin, Zhouyang Li, Wanxiang Che, Minheng Ni, Ting Liu

* Accepted by AAAI2021 (Long Paper). arXiv admin note: text overlap with arXiv:2008.06914 

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A Co-Interactive Transformer for Joint Slot Filling and Intent Detection


Oct 11, 2020
Libo Qin, Tailu Liu, Wanxiang Che, Bingbing Kang, Sendong Zhao, Ting Liu


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Injecting Word Information with Multi-Level Word Adapter for Chinese Spoken Language Understanding


Oct 08, 2020
Dechuang Teng, Libo Qin, Wanxiang Che, Sendong Zhao, Ting Liu


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N-LTP: A Open-source Neural Chinese Language Technology Platform with Pretrained Models


Sep 27, 2020
Wanxiang Che, Yunlong Feng, Libo Qin, Ting Liu

* Work in progress. Code is available at [GitHub](https://github.com/HIT-SCIR/ltp

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DCR-Net: A Deep Co-Interactive Relation Network for Joint Dialog Act Recognition and Sentiment Classification


Aug 16, 2020
Libo Qin, Wanxiang Che, Yangming Li, Minheng Ni, Ting Liu

* Accepted by AAAI2020 (Oral) 

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Dialogue State Induction Using Neural Latent Variable Models


Aug 13, 2020
Qingkai Min, Libo Qin, Zhiyang Teng, Xiao Liu, Yue Zhang

* IJCAI 2020 

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CoSDA-ML: Multi-Lingual Code-Switching Data Augmentation for Zero-Shot Cross-Lingual NLP


Jul 13, 2020
Libo Qin, Minheng Ni, Yue Zhang, Wanxiang Che

* Accepted at IJCAI2020. SOLE copyright holder is IJCAI (international Joint Conferences on Artificial Intelligence), all rights reserved. http://static.ijcai.org/2020-accepted_papers.html 

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Multi-Domain Spoken Language Understanding Using Domain- and Task-Aware Parameterization


Apr 30, 2020
Libo Qin, Minheng Ni, Yue Zhang, Wanxiang Che, Yangming Li, Ting Liu


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Dynamic Fusion Network for Multi-Domain End-to-end Task-Oriented Dialog


Apr 29, 2020
Libo Qin, Xiao Xu, Wanxiang Che, Yue Zhang, Ting Liu

* ACL2020 

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TD-GIN: Token-level Dynamic Graph-Interactive Network for Joint Multiple Intent Detection and Slot Filling


Apr 21, 2020
Libo Qin, Xiao Xu, Wanxiang Che, Ting Liu


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Entity-Consistent End-to-end Task-Oriented Dialogue System with KB Retriever


Sep 18, 2019
Libo Qin, Yijia Liu, Wanxiang Che, Haoyang Wen, Yangming Li, Ting Liu

* Accepted at EMNLP 2019 

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A Stack-Propagation Framework with Token-Level Intent Detection for Spoken Language Understanding


Sep 05, 2019
Libo Qin, Wanxiang Che, Yangming Li, Haoyang Wen, Ting Liu

* Accepted at EMNLP 2019 

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Sequence-to-Sequence Learning for Task-oriented Dialogue with Dialogue State Representation


Jun 12, 2018
Haoyang Wen, Yijia Liu, Wanxiang Che, Libo Qin, Ting Liu

* To appear at COLING 2018 

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