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Toward the Understanding of Deep Text Matching Models for Information Retrieval


Aug 16, 2021
Lijuan Chen, Yanyan Lan, Liang Pang, Jiafeng Guo, Xueqi Cheng


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Modeling Relevance Ranking under the Pre-training and Fine-tuning Paradigm


Aug 12, 2021
Lin Bo, Liang Pang, Gang Wang, Jun Xu, XiuQiang He, Ji-Rong Wen


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Sketch and Customize: A Counterfactual Story Generator


Apr 02, 2021
Changying Hao, Liang Pang, Yanyan Lan, Yan Wang, Jiafeng Guo, Xueqi Cheng


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Match-Ignition: Plugging PageRank into Transformer for Long-form Text Matching


Jan 16, 2021
Liang Pang, Yanyan Lan, Xueqi Cheng


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Transformation Driven Visual Reasoning


Nov 26, 2020
Xin Hong, Yanyan Lan, Liang Pang, Jiafeng Guo, Xueqi Cheng


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Wasserstein Distance Regularized Sequence Representation for Text Matching in Asymmetrical Domains


Oct 17, 2020
Weijie Yu, Chen Xu, Jun Xu, Liang Pang, Xiaopeng Gao, Xiaozhao Wang, Ji-Rong Wen

* accepted as long paper by EMNLP 2020 

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Beyond Language: Learning Commonsense from Images for Reasoning


Oct 10, 2020
Wanqing Cui, Yanyan Lan, Liang Pang, Jiafeng Guo, Xueqi Cheng

* Accepted to EMNLP'20 Findings 

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Modeling Topical Relevance for Multi-Turn Dialogue Generation


Sep 27, 2020
Hainan Zhang, Yanyan Lan, Liang Pang, Hongshen Chen, Zhuoye Ding, Dawei Yin

* the 29th International Joint Conference on Artificial Intelligence(IJCAI 2020) 

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Ranking Enhanced Dialogue Generation


Aug 13, 2020
Changying Hao, Liang Pang, Yanyan Lan, Fei Sun, Jiafeng Guo, Xueqi Cheng

* Accepted at CIKM 2020 

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Robust Reinforcement Learning with Wasserstein Constraint


Jun 01, 2020
Linfang Hou, Liang Pang, Xin Hong, Yanyan Lan, Zhiming Ma, Dawei Yin


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L2R2: Leveraging Ranking for Abductive Reasoning


May 22, 2020
Yunchang Zhu, Liang Pang, Yanyan Lan, Xueqi Cheng

* SIGIR 2020 

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ReCoSa: Detecting the Relevant Contexts with Self-Attention for Multi-turn Dialogue Generation


Jul 09, 2019
Hainan Zhang, Yanyan Lan, Liang Pang, Jiafeng Guo, Xueqi Cheng

* ACL2019 

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HAS-QA: Hierarchical Answer Spans Model for Open-domain Question Answering


Jan 12, 2019
Liang Pang, Yanyan Lan, Jiafeng Guo, Jun Xu, Lixin Su, Xueqi Cheng

* AAAI 2019 

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Continual Match Based Training in Pommerman: Technical Report


Dec 18, 2018
Peng Peng, Liang Pang, Yufeng Yuan, Chao Gao

* 8 pages, 7 figures 

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Locally Smoothed Neural Networks


Nov 22, 2017
Liang Pang, Yanyan Lan, Jun Xu, Jiafeng Guo, Xueqi Cheng

* In Proceedings of 9th Asian Conference on Machine Learning (ACML2017) 

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MatchZoo: A Toolkit for Deep Text Matching


Jul 23, 2017
Yixing Fan, Liang Pang, JianPeng Hou, Jiafeng Guo, Yanyan Lan, Xueqi Cheng

* 2 pages, 1 figures, Neu-IR: The SIGIR 2017 Workshop on Neural Information Retrieval 

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Match-SRNN: Modeling the Recursive Matching Structure with Spatial RNN


Apr 15, 2016
Shengxian Wan, Yanyan Lan, Jun Xu, Jiafeng Guo, Liang Pang, Xueqi Cheng

* Accepted by IJCAI-2016 

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Text Matching as Image Recognition


Feb 20, 2016
Liang Pang, Yanyan Lan, Jiafeng Guo, Jun Xu, Shengxian Wan, Xueqi Cheng

* Accepted by AAAI-2016 

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A Deep Architecture for Semantic Matching with Multiple Positional Sentence Representations


Nov 26, 2015
Shengxian Wan, Yanyan Lan, Jiafeng Guo, Jun Xu, Liang Pang, Xueqi Cheng

* Accepted by AAAI-2016 

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Large Scale Purchase Prediction with Historical User Actions on B2C Online Retail Platform


Mar 04, 2015
Yuyu Zhang, Liang Pang, Lei Shi, Bin Wang

* Accepted by 2nd Large Scale Recommender Systems Workshop, RecSys 2014 

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Combination of Diverse Ranking Models for Personalized Expedia Hotel Searches


Nov 29, 2013
Xudong Liu, Bing Xu, Yuyu Zhang, Qiang Yan, Liang Pang, Qiang Li, Hanxiao Sun, Bin Wang

* 6 pages, 3 figures 

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