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JiuZhang: A Chinese Pre-trained Language Model for Mathematical Problem Understanding



Wayne Xin Zhao , Kun Zhou , Zheng Gong , Beichen Zhang , Yuanhang Zhou , Jing Sha , Zhigang Chen , Shijin Wang , Cong Liu , Ji-Rong Wen

* 11 pages, Accepted by KDD 2022 

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Cross-Lingual Text Classification with Multilingual Distillation and Zero-Shot-Aware Training



Ziqing Yang , Yiming Cui , Zhigang Chen , Shijin Wang

* 7 pages 

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InterHT: Knowledge Graph Embeddings by Interaction between Head and Tail Entities



Baoxin Wang , Qingye Meng , Ziyue Wang , Dayong Wu , Wanxiang Che , Shijin Wang , Zhigang Chen , Cong Liu


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Adversarial Training for Machine Reading Comprehension with Virtual Embeddings



Ziqing Yang , Yiming Cui , Chenglei Si , Wanxiang Che , Ting Liu , Shijin Wang , Guoping Hu

* Accepted to *SEM 2021 workshop at ACL 2021 

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Bilingual Alignment Pre-training for Zero-shot Cross-lingual Transfer



Ziqing Yang , Wentao Ma , Yiming Cui , Jiani Ye , Wanxiang Che , Shijin Wang

* 4 pages 

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ExpMRC: Explainability Evaluation for Machine Reading Comprehension



Yiming Cui , Ting Liu , Wanxiang Che , Zhigang Chen , Shijin Wang

* 10 pages 

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Memory Augmented Sequential Paragraph Retrieval for Multi-hop Question Answering



Nan Shao , Yiming Cui , Ting Liu , Shijin Wang , Guoping Hu

* 10 pages 

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Quality meets Diversity: A Model-Agnostic Framework for Computerized Adaptive Testing



Haoyang Bi , Haiping Ma , Zhenya Huang , Yu Yin , Qi Liu , Enhong Chen , Yu Su , Shijin Wang

* Accepted by ICDM'2020 

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Unsupervised Explanation Generation for Machine Reading Comprehension



Yiming Cui , Ting Liu , Shijin Wang , Guoping Hu

* 10 pages 

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CharBERT: Character-aware Pre-trained Language Model



Wentao Ma , Yiming Cui , Chenglei Si , Ting Liu , Shijin Wang , Guoping Hu

* 12 pages, to appear at COLING 2020 

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