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Adversarial Training for Machine Reading Comprehension with Virtual Embeddings


Jun 08, 2021
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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Memory Augmented Sequential Paragraph Retrieval for Multi-hop Question Answering


Feb 07, 2021
Nan Shao, Yiming Cui, Ting Liu, Shijin Wang, Guoping Hu

* 10 pages 

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Unsupervised Explanation Generation for Machine Reading Comprehension


Nov 13, 2020
Yiming Cui, Ting Liu, Shijin Wang, Guoping Hu

* 10 pages 

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CharBERT: Character-aware Pre-trained Language Model


Nov 03, 2020
Wentao Ma, Yiming Cui, Chenglei Si, Ting Liu, Shijin Wang, Guoping Hu

* 12 pages, to appear at COLING 2020 

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Revisiting Pre-Trained Models for Chinese Natural Language Processing


Apr 29, 2020
Yiming Cui, Wanxiang Che, Ting Liu, Bing Qin, Shijin Wang, Guoping Hu

* 11 pages, as an extension to arXiv:1906.08101 

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Conversational Word Embedding for Retrieval-Based Dialog System


Apr 28, 2020
Wentao Ma, Yiming Cui, Ting Liu, Dong Wang, Shijin Wang, Guoping Hu

* To appear at ACL 2020 

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A Sentence Cloze Dataset for Chinese Machine Reading Comprehension


Apr 07, 2020
Yiming Cui, Ting Liu, Ziqing Yang, Zhipeng Chen, Wentao Ma, Wanxiang Che, Shijin Wang, Guoping Hu

* 6 pages 

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Is Graph Structure Necessary for Multi-hop Reasoning?


Apr 07, 2020
Nan Shao, Yiming Cui, Ting Liu, Shijin Wang, Guoping Hu

* 5 pages 

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TextBrewer: An Open-Source Knowledge Distillation Toolkit for Natural Language Processing


Feb 28, 2020
Ziqing Yang, Yiming Cui, Zhipeng Chen, Wanxiang Che, Ting Liu, Shijin Wang, Guoping Hu

* 8 pages 

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Discriminative Sentence Modeling for Story Ending Prediction


Dec 19, 2019
Yiming Cui, Wanxiang Che, Wei-Nan Zhang, Ting Liu, Shijin Wang, Guoping Hu

* 8 pages, accepted as a conference paper at AAAI 2020 

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Contextual Recurrent Units for Cloze-style Reading Comprehension


Nov 14, 2019
Yiming Cui, Wei-Nan Zhang, Wanxiang Che, Ting Liu, Zhipeng Chen, Shijin Wang, Guoping Hu

* 10 pages 

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Improving Machine Reading Comprehension via Adversarial Training


Nov 09, 2019
Ziqing Yang, Yiming Cui, Wanxiang Che, Ting Liu, Shijin Wang, Guoping Hu


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TripleNet: Triple Attention Network for Multi-Turn Response Selection in Retrieval-based Chatbots


Sep 29, 2019
Wentao Ma, Yiming Cui, Nan Shao, Su He, Wei-Nan Zhang, Ting Liu, Shijin Wang, Guoping Hu

* 10 pages, accepted as a conference paper at CoNLL 2019 

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Learning Dynamic Context Augmentation for Global Entity Linking


Sep 04, 2019
Xiyuan Yang, Xiaotao Gu, Sheng Lin, Siliang Tang, Yueting Zhuang, Fei Wu, Zhigang Chen, Guoping Hu, Xiang Ren


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Cross-Lingual Machine Reading Comprehension


Sep 01, 2019
Yiming Cui, Wanxiang Che, Ting Liu, Bing Qin, Shijin Wang, Guoping Hu

* 10 pages, accepted as a conference paper at EMNLP-IJCNLP 2019 (long paper) 

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Pre-Training with Whole Word Masking for Chinese BERT


Jun 19, 2019
Yiming Cui, Wanxiang Che, Ting Liu, Bing Qin, Ziqing Yang, Shijin Wang, Guoping Hu

* 10 pages 

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KCAT: A Knowledge-Constraint Typing Annotation Tool


Jun 13, 2019
Sheng Lin, Luye Zheng, Bo Chen, Siliang Tang, Yueting Zhuang, Fei Wu, Zhigang Chen, Guoping Hu, Xiang Ren

* 6 pages, acl2019 demo paper 

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EKT: Exercise-aware Knowledge Tracing for Student Performance Prediction


Jun 07, 2019
Qi Liu, Zhenya Huang, Yu Yin, Enhong Chen, Hui Xiong, Yu Su, Guoping Hu

* Accepted by IEEE Transactions on Knowledge and Data Engineering (IEEE TKDE) 

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Transcribing Content from Structural Images with Spotlight Mechanism


May 27, 2019
Yu Yin, Zhenya Huang, Enhong Chen, Qi Liu, Fuzheng Zhang, Xing Xie, Guoping Hu

* Accepted by KDD2018 Research Track. In proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD'18) 

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Improving Distantly-supervised Entity Typing with Compact Latent Space Clustering


Apr 13, 2019
Bo Chen, Xiaotao Gu, Yufeng Hu, Siliang Tang, Guoping Hu, Yueting Zhuang, Xiang Ren

* accepted by NAACL-HLT 2019 

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Convolutional Spatial Attention Model for Reading Comprehension with Multiple-Choice Questions


Nov 21, 2018
Zhipeng Chen, Yiming Cui, Wentao Ma, Shijin Wang, Guoping Hu

* 8 pages. Accepted as a conference paper at AAAI-19 Technical Track 

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A Span-Extraction Dataset for Chinese Machine Reading Comprehension


Oct 17, 2018
Yiming Cui, Ting Liu, Li Xiao, Zhipeng Chen, Wentao Ma, Wanxiang Che, Shijin Wang, Guoping Hu

* 6 pages 

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HFL-RC System at SemEval-2018 Task 11: Hybrid Multi-Aspects Model for Commonsense Reading Comprehension


Mar 15, 2018
Zhipeng Chen, Yiming Cui, Wentao Ma, Shijin Wang, Ting Liu, Guoping Hu

* 6 pages 

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Dataset for the First Evaluation on Chinese Machine Reading Comprehension


Mar 15, 2018
Yiming Cui, Ting Liu, Zhipeng Chen, Wentao Ma, Shijin Wang, Guoping Hu

* 5 pages, published at LREC 2018 

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Consensus Attention-based Neural Networks for Chinese Reading Comprehension


Mar 15, 2018
Yiming Cui, Ting Liu, Zhipeng Chen, Shijin Wang, Guoping Hu

* 9+1 pages, published at COLING 2016 

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The First Evaluation of Chinese Human-Computer Dialogue Technology


Sep 29, 2017
Wei-Nan Zhang, Zhigang Chen, Wanxiang Che, Guoping Hu, Ting Liu


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Attention-over-Attention Neural Networks for Reading Comprehension


Jun 06, 2017
Yiming Cui, Zhipeng Chen, Si Wei, Shijin Wang, Ting Liu, Guoping Hu

* 8+2 pages. accepted as a conference paper at ACL2017 (long paper) 

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Generating and Exploiting Large-scale Pseudo Training Data for Zero Pronoun Resolution


Jun 06, 2017
Ting Liu, Yiming Cui, Qingyu Yin, Weinan Zhang, Shijin Wang, Guoping Hu

* 8+2 pages, published as a conference paper at ACL2017 (long paper) 

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