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Learning from Context or Names? An Empirical Study on Neural Relation Extraction

Oct 05, 2020
Hao Peng, Tianyu Gao, Xu Han, Yankai Lin, Peng Li, Zhiyuan Liu, Maosong Sun, Jie Zhou

* Accepted by EMNLP 2020 

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Contextual Knowledge Selection and Embedding towards Enhanced Pre-Trained Language Models

Oct 01, 2020
Yusheng Su, Xu Han, Zhengyan Zhang, Peng Li, Zhiyuan Liu, Yankai Lin, Jie Zhou, Maosong Sun


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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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Learning to Attack: Towards Textual Adversarial Attacking in Real-world Situations

Sep 19, 2020
Yuan Zang, Bairu Hou, Fanchao Qi, Zhiyuan Liu, Xiaojun Meng, Maosong Sun

* work in progress, 10 pages, 6 figures 

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OpenAttack: An Open-source Textual Adversarial Attack Toolkit

Sep 19, 2020
Guoyang Zeng, Fanchao Qi, Qianrui Zhou, Tingji Zhang, Bairu Hou, Yuan Zang, Zhiyuan Liu, Maosong Sun

* Work in progress, 8 pages, 3 figures 

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Country Image in COVID-19 Pandemic: A Case Study of China

Sep 12, 2020
Huimin Chen, Zeyu Zhu, Fanchao Qi, Yining Ye, Zhiyuan Liu, Maosong Sun, Jianbin Jin


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Modeling Voting for System Combination in Machine Translation

Jul 14, 2020
Xuancheng Huang, Jiacheng Zhang, Zhixing Tan, Derek F. Wong, Huanbo Luan, Jingfang Xu, Maosong Sun, Yang Liu

* Accepted by main track of IJCAI2020;SOLE copyright holder is IJCAI (international Joint Conferences on Artificial Intelligence), all rights reserved. https://www.ijcai.org/Proceedings/2020/511 

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How Does NLP Benefit Legal System: A Summary of Legal Artificial Intelligence

May 18, 2020
Haoxi Zhong, Chaojun Xiao, Cunchao Tu, Tianyang Zhang, Zhiyuan Liu, Maosong Sun

* Accepted by ACL 2020 

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KACC: A Multi-task Benchmark for Knowledge Abstraction, Concretization and Completion

Apr 28, 2020
Jie Zhou, Xin Lv, Cheng Yang, Zhiyuan Liu, Juanzi Li, Maosong Sun


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Train No Evil: Selective Masking for Task-guided Pre-training

Apr 21, 2020
Yuxian Gu, Zhengyan Zhang, Xiaozhi Wang, Zhiyuan Liu, Maosong Sun

* 6 pages, 2 figures 

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Coreferential Reasoning Learning for Language Representation

Apr 15, 2020
Deming Ye, Yankai Lin, Jiaju Du, Zhenghao Liu, Maosong Sun, Zhiyuan Liu


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More Data, More Relations, More Context and More Openness: A Review and Outlook for Relation Extraction

Apr 07, 2020
Xu Han, Tianyu Gao, Yankai Lin, Hao Peng, Yaoliang Yang, Chaojun Xiao, Zhiyuan Liu, Peng Li, Maosong Sun, Jie Zhou


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Generating Major Types of Chinese Classical Poetry in a Uniformed Framework

Mar 13, 2020
Jinyi Hu, Maosong Sun


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MixPoet: Diverse Poetry Generation via Learning Controllable Mixed Latent Space

Mar 13, 2020
Xiaoyuan Yi, Ruoyu Li, Cheng Yang, Wenhao Li, Maosong Sun

* 8 pages, 5 figures, published in AAAI 2020 

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Lexical Sememe Prediction using Dictionary Definitions by Capturing Local Semantic Correspondence

Jan 16, 2020
Jiaju Du, Fanchao Qi, Maosong Sun, Zhiyuan Liu

* Accepted by Journal of Chinese Information Processing 

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Multi-channel Reverse Dictionary Model

Dec 19, 2019
Lei Zhang, Fanchao Qi, Zhiyuan Liu, Yasheng Wang, Qun Liu, Maosong Sun

* Accepted by AAAI Conference on Artificial Intelligence 2020 

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Learning to Predict Explainable Plots for Neural Story Generation

Dec 06, 2019
Gang Chen, Yang Liu, Huanbo Luan, Meng Zhang, Qun Liu, Maosong Sun

* 10 pages 

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Towards Building a Multilingual Sememe Knowledge Base: Predicting Sememes for BabelNet Synsets

Dec 04, 2019
Fanchao Qi, Liang Chang, Maosong Sun, Sicong Ouyang, Zhiyuan Liu

* Accepted by AAAI Conference on Artificial Intelligence 2020 for oral presentation 

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Neural Machine Translation with Explicit Phrase Alignment

Nov 28, 2019
Jiacheng Zhang, Huanbo Luan, Maosong Sun, FeiFei Zhai, Jingfang Xu, Yang Liu


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JEC-QA: A Legal-Domain Question Answering Dataset

Nov 27, 2019
Haoxi Zhong, Chaojun Xiao, Cunchao Tu, Tianyang Zhang, Zhiyuan Liu, Maosong Sun

* 9 pages, 2 figures, 10 tables, accepted by AAAI2020 

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CAIL2019-SCM: A Dataset of Similar Case Matching in Legal Domain

Nov 25, 2019
Chaojun Xiao, Haoxi Zhong, Zhipeng Guo, Cunchao Tu, Zhiyuan Liu, Maosong Sun, Tianyang Zhang, Xianpei Han, Zhen Hu, Heng Wang, Jianfeng Xu

* 5 pages 

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Textual Adversarial Attack as Combinatorial Optimization

Nov 10, 2019
Yuan Zang, Chenghao Yang, Fanchao Qi, Zhiyuan Liu, Meng Zhang, Qun Liu, Maosong Sun

* Work in progress. 6 pages, 1 figure 

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Learning to Copy for Automatic Post-Editing

Nov 09, 2019
Xuancheng Huang, Yang Liu, Huanbo Luan, Jingfang Xu, Maosong Sun

* EMNLP 2019 

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Adversarial Language Games for Advanced Natural Language Intelligence

Nov 08, 2019
Yuan Yao, Haoxi Zhong, Zhengyan Zhang, Xu Han, Xiaozhi Wang, Chaojun Xiao, Guoyang Zeng, Zhiyuan Liu, Maosong Sun

* Work in progress 

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Multi-Paragraph Reasoning with Knowledge-enhanced Graph Neural Network

Nov 06, 2019
Deming Ye, Yankai Lin, Zhenghao Liu, Zhiyuan Liu, Maosong Sun


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