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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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