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Differential Privacy for Text Analytics via Natural Text Sanitization


Jun 02, 2021
Xiang Yue, Minxin Du, Tianhao Wang, Yaliang Li, Huan Sun, Sherman S. M. Chow

* ACL-ICJNLP'21 Findings; The first two authors contributed equally 

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Unified Conversational Recommendation Policy Learning via Graph-based Reinforcement Learning


May 20, 2021
Yang Deng, Yaliang Li, Fei Sun, Bolin Ding, Wai Lam

* Accepted by SIGIR 2021 

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A Unified Transferable Model for ML-Enhanced DBMS


May 06, 2021
Ziniu Wu, Peilun Yang, Pei Yu, Rong Zhu, Yuxing Han, Yaliang Li, Defu Lian, Kai Zeng, Jingren Zhou

* 7 pages, 2 figures, 2 tables 

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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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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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CRSLab: An Open-Source Toolkit for Building Conversational Recommender System


Jan 04, 2021
Kun Zhou, Xiaolei Wang, Yuanhang Zhou, Chenzhan Shang, Yuan Cheng, Wayne Xin Zhao, Yaliang Li, Ji-Rong Wen

* 8 pages 

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A Pluggable Learned Index Method via Sampling and Gap Insertion


Jan 04, 2021
Yaliang Li, Daoyuan Chen, Bolin Ding, Kai Zeng, Jingren Zhou


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Meta-KD: A Meta Knowledge Distillation Framework for Language Model Compression across Domains


Dec 02, 2020
Haojie Pan, Chengyu Wang, Minghui Qiu, Yichang Zhang, Yaliang Li, Jun Huang


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EasyTransfer -- A Simple and Scalable Deep Transfer Learning Platform for NLP Applications


Nov 23, 2020
Minghui Qiu, Peng Li, Hanjie Pan, Chengyu Wang, Ang Wang, Cen Chen, Yaliang Li, Dehong Gao, Jun Huang, Yong Li, Jun Yang, Deng Cai, Wei Lin

* 4 pages 

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Scalable Graph Neural Networks via Bidirectional Propagation


Oct 29, 2020
Ming Chen, Zhewei Wei, Bolin Ding, Yaliang Li, Ye Yuan, Xiaoyong Du, Ji-Rong Wen

* NeurIPS 2020 

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Interactive Feature Generation via Learning Adjacency Tensor of Feature Graph


Jul 29, 2020
Yuexiang Xie, Zhen Wang, Yaliang Li, Bolin Ding, Nezihe Merve Gürel, Ce Zhang, Minlie Huang, Wei Lin, Jingren Zhou


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Simple and Deep Graph Convolutional Networks


Jul 04, 2020
Ming Chen, Zhewei Wei, Zengfeng Huang, Bolin Ding, Yaliang Li

* ICML 2020 

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Sequential Recommendation with Self-Attentive Multi-Adversarial Network


May 21, 2020
Ruiyang Ren, Zhaoyang Liu, Yaliang Li, Wayne Xin Zhao, Hui Wang, Bolin Ding, Ji-Rong Wen


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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 Survey on Causal Inference


Feb 05, 2020
Liuyi Yao, Zhixuan Chu, Sheng Li, Yaliang Li, Jing Gao, Aidong Zhang


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AdaBERT: Task-Adaptive BERT Compression with Differentiable Neural Architecture Search


Jan 13, 2020
Daoyuan Chen, Yaliang Li, Minghui Qiu, Zhen Wang, Bofang Li, Bolin Ding, Hongbo Deng, Jun Huang, Wei Lin, Jingren Zhou


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Automated Relational Meta-learning


Jan 03, 2020
Huaxiu Yao, Xian Wu, Zhiqiang Tao, Yaliang Li, Bolin Ding, Ruirui Li, Zhenhui Li

* Accepted by ICLR 2020 

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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-Grained Named Entity Recognition


Jun 20, 2019
Congying Xia, Chenwei Zhang, Tao Yang, Yaliang Li, Nan Du, Xian Wu, Wei Fan, Fenglong Ma, Philip Yu

* In ACL 2019 as a long paper 

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Towards Data Poisoning Attack against Knowledge Graph Embedding


Apr 26, 2019
Hengtong Zhang, Tianhang Zheng, Jing Gao, Chenglin Miao, Lu Su, Yaliang Li, Kui Ren


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SynonymNet: Multi-context Bilateral Matching for Entity Synonyms


Dec 31, 2018
Chenwei Zhang, Yaliang Li, Nan Du, Wei Fan, Philip S. Yu


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Joint Slot Filling and Intent Detection via Capsule Neural Networks


Dec 22, 2018
Chenwei Zhang, Yaliang Li, Nan Du, Wei Fan, Philip S. Yu


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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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On the Generation of Medical Question-Answer Pairs


Nov 01, 2018
Sheng Shen, Yaliang Li, Nan Du, Xian Wu, Yusheng Xie, Shen Ge, Tao Yang, Kai Wang, Xingzheng Liang, Wei Fan


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Finding Similar Medical Questions from Question Answering Websites


Oct 14, 2018
Yaliang Li, Liuyi Yao, Nan Du, Jing Gao, Qi Li, Chuishi Meng, Chenwei Zhang, Wei Fan


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Towards Differentially Private Truth Discovery for Crowd Sensing Systems


Oct 10, 2018
Yaliang Li, Houping Xiao, Zhan Qin, Chenglin Miao, Lu Su, Jing Gao, Kui Ren, Bolin Ding


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Bringing Semantic Structures to User Intent Detection in Online Medical Queries


Oct 22, 2017
Chenwei Zhang, Nan Du, Wei Fan, Yaliang Li, Chun-Ta Lu, Philip S. Yu

* 10 pages, 2017 IEEE International Conference on Big Data (Big Data 2017) 

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Multi-source Hierarchical Prediction Consolidation


Aug 11, 2016
Chenwei Zhang, Sihong Xie, Yaliang Li, Jing Gao, Wei Fan, Philip S. Yu


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