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HRKD: Hierarchical Relational Knowledge Distillation for Cross-domain Language Model Compression


Oct 16, 2021
Chenhe Dong, Yaliang Li, Ying Shen, Minghui Qiu

* EMNLP 2021 

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Continual Learning for Task-oriented Dialogue System with Iterative Network Pruning, Expanding and Masking


Jul 17, 2021
Binzong Geng, Fajie Yuan, Qiancheng Xu, Ying Shen, Ruifeng Xu, Min Yang

* Accepted by The Annual Meeting of the Association for Computational Linguistics (ACL), 2021 

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Contextualized Knowledge-aware Attentive Neural Network: Enhancing Answer Selection with Knowledge


Apr 12, 2021
Yang Deng, Yuexiang Xie, Yaliang Li, Min Yang, Wai Lam, Ying Shen

* Accepted by TOIS 

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Prototypical Representation Learning for Relation Extraction


Mar 22, 2021
Ning Ding, Xiaobin Wang, Yao Fu, Guangwei Xu, Rui Wang, Pengjun Xie, Ying Shen, Fei Huang, Hai-Tao Zheng, Rui Zhang

* Accepted by ICLR 2021 

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Learning to Augment for Data-Scarce Domain BERT Knowledge Distillation


Jan 20, 2021
Lingyun Feng, Minghui Qiu, Yaliang Li, Hai-Tao Zheng, Ying Shen


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Towards All-around Knowledge Transferring: Learning From Task-irrelevant Labels


Nov 17, 2020
Yinghui Li, Ruiyang Liu, ZiHao Zhang, Ning Ding, Ying Shen, Linmi Tao, Hai-Tao Zheng


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Relabel the Noise: Joint Extraction of Entities and Relations via Cooperative Multiagents


Apr 21, 2020
Daoyuan Chen, Yaliang Li, Kai Lei, Ying Shen

* Accepted by ACL 2020 

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A multi-agent ontologies-based clinical decision support system


Jan 21, 2020
Ying Shen, Jacquet-Andrieu Armelle, Joël Colloc

* AMINA'2012, Jan 2012, Mahdia, Tunisie 
* in French 

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Joint Learning of Answer Selection and Answer Summary Generation in Community Question Answering


Nov 22, 2019
Yang Deng, Wai Lam, Yuexiang Xie, Daoyuan Chen, Yaliang Li, Min Yang, Ying Shen

* Accepted by AAAI 2020 (oral) 

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Multi-Task Learning with Multi-View Attention for Answer Selection and Knowledge Base Question Answering


Dec 06, 2018
Yang Deng, Yuexiang Xie, Yaliang Li, Min Yang, Nan Du, Wei Fan, Kai Lei, Ying Shen

* Accepted by AAAI 2019 

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Constructing Ontology-Based Cancer Treatment Decision Support System with Case-Based Reasoning


Dec 05, 2018
Ying Shen, Joël Colloc, Armelle Jacquet-Andrieu, Ziyi Guo, Yong Liu

* International Conference on Smart Computing and Communication SmartCom 2017: Smart Computing and Communication pp 278-288 

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A Knowledge Graph Based Solution for Entity Discovery and Linking in Open-Domain Questions


Dec 05, 2018
Kai Lei, Bing Zhang, Yong Liu, Yang Deng, Dongyu Zhang, Ying Shen

* International Conference on Smart Computing and Communication SmartCom 2017: Smart Computing and Communication pp 181-190 

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Approach for Semi-automatic Construction of Anti-infective Drug Ontology Based on Entity Linking


Dec 05, 2018
Ying Shen, Yang Deng, Kaiqi Yuan, Li Liu, Yong Liu

* International Conference on Smart Computing and Communication SmartCom 2017: Smart Computing and Communication pp 268-277 

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Improving Medical Short Text Classification with Semantic Expansion Using Word-Cluster Embedding


Dec 05, 2018
Ying Shen, Qiang Zhang, Jin Zhang, Jiyue Huang, Yuming Lu, Kai Lei

* International Conference on Information Science and Applications ICISA 2018: Information Science and Applications 2018 pp 401-411 

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MedSim: A Novel Semantic Similarity Measure in Bio-medical Knowledge Graphs


Dec 05, 2018
Kai Lei, Kaiqi Yuan, Qiang Zhang, Ying Shen

* International Conference on Knowledge Science, Engineering and Management KSEM 2018: Knowledge Science, Engineering and Management pp 479-490 

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Words Can Shift: Dynamically Adjusting Word Representations Using Nonverbal Behaviors


Nov 26, 2018
Yansen Wang, Ying Shen, Zhun Liu, Paul Pu Liang, Amir Zadeh, Louis-Philippe Morency

* Accepted by AAAI2019 

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Efficient Low-rank Multimodal Fusion with Modality-Specific Factors


May 31, 2018
Zhun Liu, Ying Shen, Varun Bharadhwaj Lakshminarasimhan, Paul Pu Liang, Amir Zadeh, Louis-Philippe Morency

* * Equal contribution. 10 pages. Accepted by ACL 2018 

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