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


Jan 15, 2021
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


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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Benchmarking Robustness of Machine Reading Comprehension Models


Apr 29, 2020
Chenglei Si, Ziqing Yang, Yiming Cui, Wentao Ma, Ting Liu, Shijin Wang

* Work in progress 

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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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CJRC: A Reliable Human-Annotated Benchmark DataSet for Chinese Judicial Reading Comprehension


Dec 19, 2019
Xingyi Duan, Baoxin Wang, Ziyue Wang, Wentao Ma, Yiming Cui, Dayong Wu, Shijin Wang, Ting Liu, Tianxiang Huo, Zhen Hu, Heng Wang, Zhiyuan Liu


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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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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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QuesNet: A Unified Representation for Heterogeneous Test Questions


May 27, 2019
Yu Yin, Qi Liu, Zhenya Huang, Enhong Chen, Wei Tong, Shijin Wang, Yu Su


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Exploiting Cognitive Structure for Adaptive Learning


May 23, 2019
Qi Liu, Shiwei Tong, Chuanren Liu, Hongke Zhao, Enhong Chen, Haiping Ma, Shijin Wang

* Accepted by KDD 2019 Research Track. In Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining (KDD'19) 

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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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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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LSTM Neural Reordering Feature for Statistical Machine Translation


Jun 16, 2016
Yiming Cui, Shijin Wang, Jianfeng Li

* 6 pages, accepted by NAACL2016 short paper 

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