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USER: A Unified Information Search and Recommendation Model based on Integrated Behavior Sequence


Sep 30, 2021
Jing Yao, Zhicheng Dou, Ruobing Xie, Yanxiong Lu, Zhiping Wang, Ji-Rong Wen

* 10 pages, 5 figures, CIKM 2021 

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Learning to Expand Audience via Meta Hybrid Experts and Critics for Recommendation and Advertising


May 31, 2021
Yongchun Zhu, Yudan Liu, Ruobing Xie, Fuzhen Zhuang, Xiaobo Hao, Kaikai Ge, Xu Zhang, Leyu Lin, Juan Cao

* accepted by KDD2021 

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Learning to Warm Up Cold Item Embeddings for Cold-start Recommendation with Meta Scaling and Shifting Networks


May 11, 2021
Yongchun Zhu, Ruobing Xie, Fuzhen Zhuang, Kaikai Ge, Ying Sun, Xu Zhang, Leyu Lin, Juan Cao

* 10 pages, accepted by SIGIR2021 

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Transfer-Meta Framework for Cross-domain Recommendation to Cold-Start Users


May 11, 2021
Yongchun Zhu, Kaikai Ge, Fuzhen Zhuang, Ruobing Xie, Dongbo Xi, Xu Zhang, Leyu Lin, Qing He

* 5 pages, accepted by SIGIR2021 

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Long Short-Term Temporal Meta-learning in Online Recommendation


May 08, 2021
Ruobing Xie, Yalong Wang, Rui Wang, Yuanfu Lu, Yuanhang Zou, Feng Xia, Leyu Lin

* 8 pages 

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UPRec: User-Aware Pre-training for Recommender Systems


Feb 22, 2021
Chaojun Xiao, Ruobing Xie, Yuan Yao, Zhiyuan Liu, Maosong Sun, Xu Zhang, Leyu Lin

* This paper has been submitted to IEEE TKDE 

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Improving Accuracy and Diversity in Matching of Recommendation with Diversified Preference Network


Feb 07, 2021
Ruobing Xie, Qi Liu, Shukai Liu, Ziwei Zhang, Peng Cui, Bo Zhang, Leyu Lin

* 11 pages, under review 

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Denoising Relation Extraction from Document-level Distant Supervision


Nov 08, 2020
Chaojun Xiao, Yuan Yao, Ruobing Xie, Xu Han, Zhiyuan Liu, Maosong Sun, Fen Lin, Leyu Lin

* EMNLP 2020 short paper 

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Knowledge Transfer via Pre-training for Recommendation: A Review and Prospect


Sep 19, 2020
Zheni Zeng, Chaojun Xiao, Yuan Yao, Ruobing Xie, Zhiyuan Liu, Fen Lin, Leyu Lin, Maosong Sun

* This paper is submitted to Frontiers in Big Data and is under review 

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Connecting Embeddings for Knowledge Graph Entity Typing


Jul 21, 2020
Yu Zhao, Anxiang Zhang, Ruobing Xie, Kang Liu, Xiaojie Wang

* Association for Computational Linguistics, 2020, 6419--6428 

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FAQ-based Question Answering via Knowledge Anchors


Nov 14, 2019
Ruobing Xie, Yanan Lu, Fen Lin, Leyu Lin

* 9 pages 

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Neural Snowball for Few-Shot Relation Learning


Aug 29, 2019
Tianyu Gao, Xu Han, Ruobing Xie, Zhiyuan Liu, Fen Lin, Leyu Lin, Maosong Sun


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Knowledge Representation Learning: A Quantitative Review


Dec 28, 2018
Yankai Lin, Xu Han, Ruobing Xie, Zhiyuan Liu, Maosong Sun

* 58 pages 

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Language Modeling with Sparse Product of Sememe Experts


Oct 29, 2018
Yihong Gu, Jun Yan, Hao Zhu, Zhiyuan Liu, Ruobing Xie, Maosong Sun, Fen Lin, Leyu Lin

* EMNLP 2018. The first three authors contribute equally 

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Incorporating Chinese Characters of Words for Lexical Sememe Prediction


Jun 17, 2018
Huiming Jin, Hao Zhu, Zhiyuan Liu, Ruobing Xie, Maosong Sun, Fen Lin, Leyu Lin

* Accepted as an ACL 2018 long paper. The first two authors contribute equally. Code is available at https://github.com/thunlp/Character-enhanced-Sememe-Prediction 

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Does William Shakespeare REALLY Write Hamlet? Knowledge Representation Learning with Confidence


Feb 16, 2018
Ruobing Xie, Zhiyuan Liu, Fen Lin, Leyu Lin

* AAAI-2018 
* 8 pages 

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Image-embodied Knowledge Representation Learning


May 22, 2017
Ruobing Xie, Zhiyuan Liu, Huanbo Luan, Maosong Sun

* 7 pages; Accepted by IJCAI-2017 

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Neural Emoji Recommendation in Dialogue Systems


Dec 14, 2016
Ruobing Xie, Zhiyuan Liu, Rui Yan, Maosong Sun

* 7 pages 

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Knowledge Representation via Joint Learning of Sequential Text and Knowledge Graphs


Sep 22, 2016
Jiawei Wu, Ruobing Xie, Zhiyuan Liu, Maosong Sun

* 10 pages, 3 figures 

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