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A Diversity-Enhanced and Constraints-Relaxed Augmentation for Low-Resource Classification


Sep 24, 2021
Guang Liu, Hailong Huang, Yuzhao Mao, Weiguo Gao, Xuan Li, Jianping Shen


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RefBERT: Compressing BERT by Referencing to Pre-computed Representations


Jun 11, 2021
Xinyi Wang, Haiqin Yang, Liang Zhao, Yang Mo, Jianping Shen

* 8 pages, 1 figure, 3 tables, in IJCNN'21 

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Progressive Open-Domain Response Generation with Multiple Controllable Attributes


Jun 07, 2021
Haiqin Yang, Xiaoyuan Yao, Yiqun Duan, Jianping Shen, Jie Zhong, Kun Zhang

* 7 pages, 2 figures, 3 tables, in IJCAI'21 

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PALI at SemEval-2021 Task 2: Fine-Tune XLM-RoBERTa for Word in Context Disambiguation


Apr 21, 2021
Shuyi Xie, Jian Ma, Haiqin Yang, Lianxin Jiang, Yang Mo, Jianping Shen

* 7 pages, 2 figures, 2 tables, winning solution on En-Ar, En-Fr, En-Ru, and En-Zh cross-lingual tasks of SemEval'21 Task 2 

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Emotion Dynamics Modeling via BERT


Apr 21, 2021
Haiqin Yang, Jianping Shen

* 9 pages, 9 figures, 5 tables, in IJCNN 2021 

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KGSynNet: A Novel Entity Synonyms Discovery Framework with Knowledge Graph


Apr 01, 2021
Yiying Yang, Xi Yin, Haiqin Yang, Xingjian Fei, Hao Peng, Kaijie Zhou, Kunfeng Lai, Jianping Shen

* 16 pages, 3 figures, 5 tables, in DASFAA'21 

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Automatic Intent-Slot Induction for Dialogue Systems


Mar 16, 2021
Zengfeng Zeng, Dan Ma, Haiqin Yang, Zhen Gou, Jianping Shen

* 12 pages, 11 figures, 6 tables, in WWW'21 

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Mention Extraction and Linking for SQL Query Generation


Dec 18, 2020
Jianqiang Ma, Zeyu Yan, Shuai Pang, Yang Zhang, Jianping Shen

* Accepted in EMNLP 2020. This work is also known as "IE-SQL: Text-to-SQL as Information Extraction" 

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DialogueTRM: Exploring the Intra- and Inter-Modal Emotional Behaviors in the Conversation


Oct 15, 2020
Yuzhao Mao, Qi Sun, Guang Liu, Xiaojie Wang, Weiguo Gao, Xuan Li, Jianping Shen


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Hierarchical Context Enhanced Multi-Domain Dialogue System for Multi-domain Task Completion


Mar 03, 2020
Jingyuan Yang, Guang Liu, Yuzhao Mao, Zhiwei Zhao, Weiguo Gao, Xuan Li, Haiqin Yang, Jianping Shen

* Presented at DSTC workshop, AAAI 2020 

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An End-to-End Dialogue State Tracking System with Machine Reading Comprehension and Wide & Deep Classification


Feb 02, 2020
Yue Ma, Zengfeng Zeng, Dawei Zhu, Xuan Li, Yiying Yang, Xiaoyuan Yao, Kaijie Zhou, Jianping Shen

* The Thirty-Fourth AAAI Conference on Artificial Intelligence DSTC 8 Workshop (AAAI-20, DSTC 8 Workshop) 

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