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DAGA: Data Augmentation with a Generation Approach for Low-resource Tagging Tasks

Nov 03, 2020
Bosheng Ding, Linlin Liu, Lidong Bing, Canasai Kruengkrai, Thien Hai Nguyen, Shafiq Joty, Luo Si, Chunyan Miao

* Accepted by EMNLP 2020 

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VECO: Variable Encoder-decoder Pre-training for Cross-lingual Understanding and Generation

Oct 30, 2020
Fuli Luo, Wei Wang, Jiahao Liu, Yijia Liu, Bin Bi, Songfang Huang, Fei Huang, Luo Si


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Knowledge Graph Empowered Entity Description Generation

Apr 30, 2020
Liying Cheng, Yan Zhang, Dekun Wu, Zhanming Jie, Lidong Bing, Wei Lu, Luo Si

* 10 pages, 5 figures 

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Tracing the Propagation Path: A Flow Perspective of Representation Learning on Graphs

Dec 12, 2019
Menghan Wang, Kun Zhang, Gulin Li, Keping Yang, Luo Si


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Knowing What, How and Why: A Near Complete Solution for Aspect-based Sentiment Analysis

Nov 21, 2019
Haiyun Peng, Lu Xu, Lidong Bing, Fei Huang, Wei Lu, Luo Si

* This paper is accepted in AAAI 2020 

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Rumor Detection on Social Media: Datasets, Methods and Opportunities

Nov 17, 2019
Quanzhi Li, Qiong Zhang, Luo Si, Yingchi Liu

* EMNLP 2019 
* 10 pages 

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Review-based Question Generation with Adaptive Instance Transfer and Augmentation

Nov 05, 2019
Qian Yu, Lidong Bing, Qiong Zhang, Wai Lam, Luo Si


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Uncover Sexual Harassment Patterns from Personal Stories by Joint Key Element Extraction and Categorization

Nov 01, 2019
Yingchi Liu, Quanzhi Li, Marika Cifor, Xiaozhong Liu, Qiong Zhang, Luo Si


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Syntax-Enhanced Self-Attention-Based Semantic Role Labeling

Oct 24, 2019
Yue Zhang, Rui Wang, Luo Si


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Human-Like Decision Making: Document-level Aspect Sentiment Classification via Hierarchical Reinforcement Learning

Oct 21, 2019
Jingjing Wang, Changlong Sun, Shoushan Li, Jiancheng Wang, Luo Si, Min Zhang, Xiaozhong Liu, Guodong Zhou


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Symmetric Regularization based BERT for Pair-wise Semantic Reasoning

Sep 08, 2019
Xingyi Cheng, Weidi Xu, Kunlong Chen, Wei Wang, Bin Bi, Ming Yan, Chen Wu, Luo Si, Wei Chu, Taifeng Wang

* 8 pages, 3 figures, 6 tables 

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Open Named Entity Modeling from Embedding Distribution

Aug 31, 2019
Ying Luo, Hai Zhao, Tao Wang, Linlin Li, Luo Si


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Detect Camouflaged Spam Content via StoneSkipping: Graph and Text Joint Embedding for Chinese Character Variation Representation

Aug 30, 2019
Zhuoren Jiang, Zhe Gao, Guoxiu He, Yangyang Kang, Changlong Sun, Qiong Zhang, Luo Si, Xiaozhong Liu

* Accepted as a full paper of 2019 Conference on Empirical Methods in Natural Language Processing and 9th International Joint Conference on Natural Language Processing 

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StructBERT: Incorporating Language Structures into Pre-training for Deep Language Understanding

Aug 16, 2019
Wei Wang, Bin Bi, Ming Yan, Chen Wu, Zuyi Bao, Liwei Peng, Luo Si

* 10 Pages 

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Syntax-aware Neural Semantic Role Labeling

Jul 22, 2019
Qingrong Xia, Zhenghua Li, Min Zhang, Meishan Zhang, Guohong Fu, Rui Wang, Luo Si

* AAAI 2019 

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Multi-Instance Learning for End-to-End Knowledge Base Question Answering

Mar 06, 2019
Mengxi Wei, Yifan He, Qiong Zhang, Luo Si


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A Deep Cascade Model for Multi-Document Reading Comprehension

Nov 28, 2018
Ming Yan, Jiangnan Xia, Chen Wu, Bin Bi, Zhongzhou Zhao, Ji Zhang, Luo Si, Rui Wang, Wei Wang, Haiqing Chen

* Accepted at AAAI 2019 

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"Bilingual Expert" Can Find Translation Errors

Aug 03, 2018
Kai Fan, Jiayi Wang, Bo Li, Fengming Zhou, Boxing Chen, Luo Si


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Perceive Your Users in Depth: Learning Universal User Representations from Multiple E-commerce Tasks

May 28, 2018
Yabo Ni, Dan Ou, Shichen Liu, Xiang Li, Wenwu Ou, Anxiang Zeng, Luo Si

* 10 pages, accepted an oral paper in sigKDD2018(industry track) 

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A Multi-task Learning Approach for Improving Product Title Compression with User Search Log Data

Jan 05, 2018
Jingang Wang, Junfeng Tian, Long Qiu, Sheng Li, Jun Lang, Luo Si, Man Lan

* 8 Pages, accepted at AAAI 2018 

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Cascade Ranking for Operational E-commerce Search

Jun 07, 2017
Shichen Liu, Fei Xiao, Wenwu Ou, Luo Si


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A Joint Probabilistic Classification Model of Relevant and Irrelevant Sentences in Mathematical Word Problems

Nov 21, 2014
Suleyman Cetintas, Luo Si, Yan Ping Xin, Dake Zhang, Joo Young Park, Ron Tzur

* appears in Journal of Educational Data Mining (JEDM, 2010) 

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A Bayesian Approach toward Active Learning for Collaborative Filtering

Jul 11, 2012
Rong Jin, Luo Si

* Appears in Proceedings of the Twentieth Conference on Uncertainty in Artificial Intelligence (UAI2004) 

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Robust Nonnegative Matrix Factorization via $L_1$ Norm Regularization

Apr 11, 2012
Bin Shen, Luo Si, Rongrong Ji, Baodi Liu


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